SUSAN L. CARNEY, Circuit Judge:
This case calls on us to review the district court’s resolution of several questions of New York law under its supplemental jurisdiction — primarily, its application of certain state statutes governing franchising and wages to plaintiffs’ claims for compensation arising from their work, from the late 1980s through 2000, as delivery drivers for one or more defendant corporations owned by defendant Peter Glazman. Plaintiffs contend that defendants systematically undercompensated them for their work, purporting to treat them as franchisees while reaping disproportionate profits at plaintiffs’ expense. On that basis, plaintiffs filed this action in 2001, alleging violations of the Fair Labor Standards Act, 29 U.S.C. §§ 201, et seq. (“FLSA”); the Federal Insurance Contribution Act, 26 U.S.C. §§ 3101, et seq. (“FICA”); the New York Labor Law, N.Y. Labor Law §§ 190, et seq. (“NYLL”); the New York Franchise Sales Act, N.Y. Gen. Bus. Law §§ 680, et seq. (“FSA”)1; and various contract-related claims.
Six years into this long-running litigation, the district court dismissed plaintiffs’ federal claims under the FLSA and FICA, but elected to exercise its supplemental jurisdiction to adjudicate the remaining state law claims, as to which dispositive motions had been submitted.2 The district court granted summary judgment to defendants on plaintiffs’ NYLL and contract claims for unpaid commissions, holding that the statute of frauds precluded any action premised on defendants’ alleged oral agreements to pay those commissions.3 Plaintiffs then proceeded to trial on their FSA claims, which stemmed from defendants’ alleged failure to comply with the Act’s registration requirements and alleged use of fraudulent and unlawful [97]*97practices in connection with the franchise relationship. After trial, a jury awarded damages to eight plaintiffs on these claims, and (as envisioned by the FSA), the court awarded those plaintiffs their related attorneys’ fees.
Defendants now appeal the district court’s FSA rulings in plaintiffs’ favor, contending principally that it was error for the district court to exercise supplemental jurisdiction over these state-law claims, and that plaintiffs’ claims were in any event barred by the statute of limitations. Plaintiffs cross-appeal, challenging inter alia the district court’s ruling that the statute of frauds barred their NYLL and contract claims for unpaid commissions.
For the reasons set forth below, we find no abuse of discretion in the district court’s exercise of supplemental jurisdiction. We further conclude thát the statute of limitations barred the FSA claims of six of the eight plaintiffs. Although’we affirm the FSA award as to the remaining two plaintiffs, we determine that the related attorneys’ fee award must be recalculated to reflect that modification in the substantive award. Finally, we decide — contrary to the district court — that the statute of frauds does not preclude plaintiffs from pursuing their NYLL and contract claims against defendants. Accordingly, we remand to the district court for further proceedings on these state-law claims and for recalculation of the FSA-related attorneys’ fees.
BACKGROUND
A. The Parties and the Relevant Agreements
Defendant Peter Glazman (also known as Peter Glassman) owns or controls defendants U.S. Pack Courier Services, Inc. (“USP Courier”) and U.S. Pack Network Corp. (“USP Network”) (collectively, “U.S. Pack” or “defendants”), corporations that provide package delivery services in the New York City metropolitan area.4 Glaz-man served as president of USP Network throughout the plaintiffs’ relationship with the U.S. Pack companies starting in the late 1980s. He became USP Courier’s president after that corporation was formed in 1998. USP Network and USP Courier share offices and employees.
Over the years, Glazman has sought to expand his package-delivery business through franchising (i.e., the granting of rights to others to engage in the company’s business under a prescribed brand and marketing plan, in exchange for a fee).5 The New York Franchise Sales Act, N.Y. Gen. Bus. Law § 688(1), requires anyone who intends to sell franchises in the State to file an offering prospectus [98]*98before sales of, or even offers to sell, franchises.6 Thus, in July 1996, USP Network filed a franchise offering prospectus with the New York State Department of Law. That franchise registration expired, however, on February 1, 1998. And although USP Courier — USP Network’s successor — continued to sell franchises under similar terms, it never filed a franchise offering prospectus with the State.
A form Subscription Agreement (“SA”), which outlined the basic terms of the franchise arrangement, was attached as an exhibit to USP Network’s 1996 prospectus. The SA required each subscriber to pay a $15,000 “subscription fee” in exchange for the right to receive delivery assignments through USP Network’s central dispatch, and entitled each subscriber to a weekly paycheck based on accumulated commissions earned for deliveries made. Although subscribers could pay the entire subscription fee up front, many chose to pay in installments that were deducted weekly from their paychecks. Interest was due on the unpaid balance, however, and as of the publication of the 1996 prospectus, USP Network set the interest rate at 10% per annum.7
USP Network also charged subscribers a one-time “training fee” of $50, a $30 generic “weekly fee,” and a “beeper fee” of $5 to $7.50 per week. Moreover, according to the prospectus, subscribers were personally responsible for a host of operational expenditures, including the purchase or rental of a white cargo van (for purchase, estimated at $15,000 to $20,000); insurance premiums (estimated at $2,500 to $4,000); vehicle registration fees and motor vehicle taxes (estimated at $60 to $110); gasoline (estimated at $25 per tank); and other items, such as uniforms, hand truck .equipment, and maps.8 USP Network treated subscribers as independent contractors and, accordingly, did not withhold any taxes from subscribers’ paychecks.
The SA provided that commission payments made by U.S. Pack to subscribers for deliveries would be based principally on the “type of delivery service requested [by the customer],”9 and “the distance of the delivery.” J.A. 190. A “Schedule of Amounts to be Paid to Subscribers,” appended to the SA, contained tables listing related payment amounts. Id. at 226-93.
On various dates between 1987 and 2000, each plaintiff began to work as a delivery driver for U.S. Pack.10 Almost all plaintiffs [99]*99were recent Eastern European immigrants, and many had limited proficiency in the English language. In deposition testimony or at trial, most plaintiffs acknowledged having signed some form of written agreement with U.S. Pack; some denied, however, that the document signed was the SA attached to the USP Network offering prospectus.11 Some plaintiffs also testified that defendants did not give them sufficient time to review the documents they were asked to sign and did not provide them copies of the documents, even when plaintiffs specifically requested them. In total, defendants produced signature pages signed by only six plaintiffs.
The parties agree that defendants promised, in one form or another, to pay plaintiffs a fee for each delivery completed, rather than an hourly ifeage. They disagree, however, on how that fee was to be calculated. Plaintiffs contend that defendants orally promised to pay them a 60% commission on each delivery — that is, 60% of whatever the customer paid U.S. Pack for the delivery.12 Several plaintiffs testified that — although they sometimes suspected they were not receiving the promised rates — each time they asked defendant Glazman about their pay, Glazman reaffirmed that U.S. Pack paid its drivers 60% commissions. Defendants contend, however, that there was no agreement, oral or otherwise, to pay 60% commissions. Presumably referring to the “Schedule of Amounts to be Paid to Subscribers” appended to the SA, Glazman testified at trial that there was “a price list which we agreed to pay at a minimum to the driver,” but he qualified the assertion by saying further that “the terms changed all the time, depends on the client you acquire or the work you do.” J.A. 684:12-16.
B. Procedural History
In 2001, plaintiffs filed their initial complaint,13 alleging principally violations of the FLSA and its state counterpart, the NYLL, as well as violations of the FSA [100]*100and breach of contract. Plaintiffs averred that, despite defendants’ desire to treat them as “independent contractors” for tax and labor law purposes, they were actually defendants’ “employees,” because defendants controlled the manner in which they performed their work. Accordingly, plaintiffs invoked the protections of the FLSA and the NYLL. As relevant here, plaintiffs alleged that defendants violated section 198 of the NYLL, because defendants failed to pay them all the wages they were owed — that is, the difference between the 60% commissions they were promised and the amounts they were actually paid for each delivery. The same allegations formed the basis for plaintiffs’ breach of contract claims.
Additionally, plaintiffs claimed that defendants violated two provisions of the FSA: section 688(1), which prohibits a franchisor from selling a franchise without first registering an “offering prospectus” with the New York State Department of Law (the “prospectus claim”); and section 687(2), which prohibits fraud in connection with the offer or sale of a franchise (the “fraud claim”). As to the fraud claim, plaintiffs alleged that, to induce plaintiffs’ purchase of the franchises, defendants fraudulently represented that plaintiffs would earn 60% commissions on deliveries.
Over the course of' the proceedings, the issues narrowed. In 2007, the district court granted defendants’ motion for summary judgment on all federal claims.14 By this point, the district court had presided over the case for six years, developing an intimate knowledge of the parties and the governing case law. Discovery was complete, and the case was ready for trial. The district court therefore elected (without objection) to exercise supplemental jurisdiction over the remaining state-law claims. The court then granted summary judgment for defendants on the breach of contract and the NYLL claims, concluding that the claims were barred by the statute of frauds because they were based on an alleged oral agreement to pay commissions that lacked an express termination provision and thus (in the district court’s view) could not be performed within one year. Vysovsky I, 2007 WL 3130562, at *7-8, *13.15
After the court’s summary judgment ruling, eight plaintiffs (Holesa, Imas, Kroshnyi,.. Maler, McFarland, Ondusko, Redaj, and Szycowski) proceeded to trial on the remaining FSA claims. The jury ultimately found the corporate defendants liable on all of those claims, except McFarland’s prospectus claim under section 683(1). It awarded damages ranging from $3,180 to $27,839 per claim. The jury found Glazman not liable, however, on the claims made against him in his individual capacity.
After trial, defendants moved pursuant to Federal Rule of Civil Procedure 50(b) for judgment as a matter of law, arguing inter alia that (1) plaintiffs’ FSA claims were barred by the FSA’s three-year statute of limitations, and (2) the jury’s award of damages on the FSA claims contravened the court’s jury instructions, which [101]*101capped FSA damages at rescission.16 The district court denied the motion in large part, see Vysovsky II, 2011 WL 1842297, at *2-6, but made some modifications to the damages awarded.17 Finally, pursuant to the FSA, the district court awarded attorneys’ fees to the prevailing plaintiffs.18 The sum awarded — $55,885—equaled the roughly 33% contingency fee all plaintiffs agreed to pay under their retainer agreements. Vysovsky III, 2011 WL 4135037, at *1.
Both parties now appeal.19 Defendants argue primarily that (1) the district court abused its discretion in exercising supplemental jurisdiction over the state-law claims; (2) the judgments in favor of six plaintiffs should be reversed on the ground that those plaintiffs’ FSA claims are time-barred; and (3) no plaintiff is entitled to any damages under the FSA because, in accordance with the district court’s jury instructions, any such damages are capped at rescission and the evidence at trial showed that each plaintiff made a “net profit” on his franchise.
The eight plaintiffs who prevailed at trial on their FSA claims, as well as Bulikova and Vysovsky, cross-appeal principally from the court’s summary judgment ruling on their NYLL and breach of contract claims. Plaintiffs argue, inter alia, that the statute of frauds does not bar these claims because, in their view, the oral agreement to pay 60% commissions is an at-will employment contract that could be performed within one year of its making. In addition, plaintiffs appeal the award of attorneys’ fees, arguing that the district court erred in its calculation of the fee award. We address each of these arguments below.
DISCUSSION
A. Exercise of Supplemental Jurisdiction
Defendants contend that the district court abused its discretion by retaining supplemental jurisdiction over plaintiffs’ state-law claims after dismissing all federal claims at the summary judgment stage. Although defendants did not object to the district court’s exercise of jurisdiction at that time, they now argue that the court should not have retained jurisdiction because it interpreted the FSA in a novel way. Since a ruling in defendants’ favor would dispose of the appeal and cross-appeal, we address this issue first.
[102]*102We review a district court’s exercise of supplemental jurisdiction over state-law claims for abuse of discretion. See Lundy v. Catholic Health Sys. of Long Island Inc., 711 F.3d 106, 118 (2d Cir.2013); see also Valencia ex rel. Franco v. Lee, 316 F.3d 299, 305 (2d Cir.2003). District courts have supplemental jurisdiction over state-law claims that “form part of the same case or controversy” as other claims over which the court has original jurisdiction. 28 U.S.C. § 1367(a). A court “may decline to exercise supplemental jurisdiction,” however, if, among other factors, “the claim raises a novel or complex issue of State law,” or “the district court has dismissed all claims over which it has original jurisdiction.” Id. § 1367(c). Courts must consider “the values of judicial economy, convenience, fairness, and comity” when deciding whether to exercise supplemental jurisdiction. Camegie-Mellon Univ. v. Cohill, 484 U.S. 343, 350, 108 S.Ct. 614, 98 L.Ed.2d 720 (1988).
We conclude that the district court did not abuse its discretion when it decided that the “advanced stage of the litigation and the Court’s long familiarity with the issues in the case, combined with the likely hardship to both parties should plaintiff be forced to re-file in state court” weighed in favor of exercising supplemental jurisdiction. Vysovsky I, 2007 WL 3130562, at *6. By the time the federal claims were dismissed, the case had been before the district court for over six years. Furthermore, discovery had been completed, dispositive motions had been submitted, and the case would soon be ready for trial. See Raucci v. Town of Rotterdam, 902 F.2d 1050, 1055 (2d Cir.1990) (affirming district court’s retention of supplemental jurisdiction “given the extensive proceedings involving the pendent claims prior to the dismissal of the federal claim”). Finally, although we ultimately conclude that the district court erred in some of its interpretations of New York law, the state-law issues were not so groundbreaking as to preclude the exercise of jurisdiction, especially in light of the circumstances in which the discretionary decision arose. See Mauro v. S. New England Telecomms., Inc., 208 F.3d 384, 388 (2d Cir.2000). We therefore affirm the district court’s decision to exercise supplemental jurisdiction over plaintiffs’ state-law claims, and now proceed to the merits of this appeal.
B. FSA Claims
Defendants also appeal from the judgments entered against them on plaintiffs’ FSA claims.20 They contend that the FSA’s three-year statute of limitations runs from the inception of the franchise agreement, thereby barring any recovery for the six plaintiffs-Holesa, Imas, Maler, Ondusko, Redaj, and Szycowski-who entered into franchise agreements before March 26, 1998. Defendants also argue that, in any event, none of the plaintiffs can recover damages on his FSA claims because the Act limits plaintiffs’ remedies to rescission of the franchise agreement and return to the status quo ante. Because each of the plaintiffs is alleged to have collected more revenue from his franchise than he paid in franchise fees, defendants contend, applying the remedy of rescission would actually require plaintiffs to return their “net profit” to U.S. Pack. We address these two arguments in turn.
1. Statute of Limitations
The FSA’s statute of limitations provides that an action “shall not be main[103]*103tained to enforce a liability created under this section unless brought before the expiration of three years after the act or transaction constituting the violation.” N.Y. Gen. Bus. Law § 691(4). Plaintiffs filed their complaint in this action on March 26, 2001, alleging that defendants: (a) sold them franchises without having an offering prospectus registered with the State, in violation of section 683(1) (the prospectus claim); and (b) committed fraud in connection with the sale of franchises, in violation of section 687(2), because they induced plaintiffs to enter franchises with a false promise to pay 60% commissions for deliveries (the fraud claim). For both claims, therefore, the “act or transaction constituting the violation” occurred when the franchises were purchased. See United Magazine Co. v. Murdoch Magazines Distribution, Inc., 146 F.Supp.2d 385, 407 (S.D.N.Y.2001) (“United Magazine ”), aff'd, 279 Fed.Appx. 14, 19 (2d Cir.2008) (holding that “the limitations period begins to run at the time that the parties first enter into the franchise agreement”); Leung v. Lotus Ride, Inc., 198 A.D.2d 155, 604 N.Y.S.2d 65, 67 (1st Dep’t 1993) (FSA claims based on “franchise agreements that were executed more than three years prior to commencement of the action” properly dismissed as untimely); see also Bayit Care Corp. v. Tender Loving Care Health Care Servs. of Nassau Suffolk, LLC, 843 F.Supp.2d 381, 385 (E.D.N.Y.2012) (“In assessing the timeliness of claims made under the FSA, courts have generally determined that the three-year limitations period begins to run when the franchise contract is entered into, and that continuous violations do not toll the statute of limitations.” (internal quotation marks omitted)). As a result, the FSA claims of the six plaintiffs who purchased their franchises prior to March 26, 1998, fall outside the FSA’s three-year limitations period.
Plaintiffs make two arguments in support of their contention that the FSA claims at issue were nonetheless timely filed. First, they argue that the statute of limitations began to run anew when their franchises were “transferred” from USP Network to USP Courier in April 1999— less than two years before plaintiffs filed their complaint in March 2001, and well within the three-year limitations period. When the transfer occurred, U.S. Pack provided delivery drivers with a document entitled “Rules and Regulations of U.S. Pack Drivers.” The document purported to be an “Agreement” between USP Network, USP Courier, and the driver. According to plaintiffs, entry into this transfer agreement reflected the start of a new franchise relationship.
In our view, however, plaintiffs’ transfer theory fails at the start. The first paragraph of the transfer agreement provides that “[njothing contained in this Agreement is intended to alter ... your Subscription Agreement with U.S. PACK NETWORK CORP. and/or U.S. PACK COURIER SERVICES, INC, as the case may be.” J.A. 328. Moreover, plaintiffs and defendant Glazman testified that there was no change in the day-to-day operations of U.S. Pack or its relationship with its drivers as a result of the transfer. Plaintiffs have pointed to no evidence establishing that the alleged “transfer” from USP Network to USP Courier constituted the beginning of a new franchise agreement that would reset the statute of limitations. See United Magazine, 146 F.Supp.2d at 407 (rejecting plaintiffs’ claim that changes to their franchise agreements restarted the limitations period); see also Bayit Care Corp., 843 F.Supp.2d at 385 (noting that, under the FSA, the “definition of ‘offer to sell’ excludes ‘the renewal or extension of an existing franchise where there is no interruption in the operation of [104]*104the franchised business by the franchisee’ ”) (quoting N.Y. Gen. Bus. Law' § 681(11)). We therefore reject plaintiffs’ timeliness argument made on this ground.
Second, plaintiffs claim that because most of them did not pay their franchise fee in a lump sum when they first entered an agreement with U.S. Pack, but rather paid the fee through weekly deductions from pay, defendants committed a continuing violation of the FSA each time they deducted a franchise fee payment. Therefore, plaintiffs argue, any plaintiff whose paycheck reflected a deduction for a franchise fee installment payment after March 26,1998, has a timely claim.
This argument also fails to persuade. Although we have not yet addressed the issue in a precedential opinion, at least one of the district courts in our Circuit has held (in a decision we later affirmed by summary order) that under the FSA, “continuous violations c[o not toll the statute of limitations.” United Magazine, 146 F.Supp.2d at 407. Plaintiffs have failed to point us to any New York authority supporting a contrary interpretation, cf. Fantastic Enters., Inc. v. S.M.R. Enters., Inc., 143 Misc.2d 124, 540 N.Y.S.2d 131, 134 (Sup.Ct.1988) (rejecting plaintiffs’ argument that the FSA imposes a continuing obligation on franchisors, because “to find otherwise would serve to emasculate the statute of limitations”), and we see no reason to depart from United Magazine’s reasoning under the circumstances presented here. Indeed, this result is congruent, in our view, with the language and purpose of the FSA, which requires certain disclosures and prohibits fraud in connection with the “offer” and “sale” of franchises, but does not seek to regulate the ongoing operations of a franchise. See N.Y. Gen. Bus. Law §§ 683(1), 687(2), 691(1); see also Retail Software Servs., Inc. v. Lashlee, 854 F.2d 18, 21 (2d Cir.1988); David J. Kaufmann & David W. Oppenheim, Practice Commentaries to New York Franchise Act, N.Y. Gen. Bus. Law § 681 et seq., at VII(E) (McKinney 2013).
Thus, the statute of limitations bars the claims of all plaintiffs who purchased franchises from U.S. Pack before March 26,-1998. Only Ondusko, Kroshnyi, and McFarland bought their franchises after this date. Ondusko, however, purchased his franchise not from U.S. Pack, but from another driver, Vysovsky. Therefore, On-dusko’s claim is derivative of Vysovsky’s. And because Vysovsky purchased his franchise before March 26,1998, Ondusko’s claim is also time-barred.
In sum, only Kroshnyi and McFarland have asserted timely FSA claims. We therefore reverse the district court’s judgment with respect to the FSA claims of Holesa, Imas, Maler, Ondusko, Redaj, and Szycowski.
2. Available Remedies
We now consider U.S. Pack’s argument that the remaining FSA plaintiffs, Krosh-nyi and McFarland, are nevertheless barred from recovering damages on their FSA claims because the Act limits their remedies to rescission.
The remedies provision of the FSA provides in relevant part:
[a] person who offers or sells-a franchise in violation of [various sections of the FSA, including sections 683 and 687] is liable to the person purchasing the franchise for damages and, if such violation [w]as willful and material, for rescission, with interest at six percent per year from the date of purchase, and reasonable attorney fees and court costs.
N.Y. Gen. Bus. Law § 691(1). Defendants contend that this provision limits plaintiffs’ remedies under the FSA to rescission (i.e., the unwinding of the franchise agreement [105]*105and the refunding of the franchise fee, minus any profits earned). Accordingly, defendants maintain, section 691(1) prohibits the award of damages to plaintiffs — like Kroshnyi and McFarland — who allegedly earned a net profit on their franchise. Building on that premise, defendants argue that the district court erred when it refused to overturn the jury’s damages awards on the FSA claims and grant judgment for defendants as a matter of law.21
Defendants offer primarily two arguments to support their reading of the FSA’s remedies provision.22 First, because section 691(1) provides for “damages” based on any violation of the FSA, but provides for “rescission” only in cases of “willful and material” violations, defendants claim that rescission must be the maximum remedy available under the Act. It would not make sense, the argument goes, to permit plaintiffs to recover damages that would put them in a better position than a rescission remedy, because plaintiffs need not demonstrate willfulness or materiality to obtain damages, but must do so to rescind the agreement.
Second, defendants cite a related provision of the statute, section 691(2), which provides that a defendant-franchisor can avoid liability for FSA violations altogether if, before the initiation of suit, the franchisor contacts the plaintiff-franchisee and offers “to refund the consideration paid together with interest at six percent per year from the date of payment, less the amount of income earned by the franchisee from the franchise.” N.Y. Gen. Bus. Law § 691(2). Defendants claim that this provision demonstrates that the FSA does not contemplate damages for plaintiffs who earned more income from their franchise than they paid in franchise fees (i.e., those who earned a “net profit”). According to defendants, the rescission offer under section 691(2) would not provide any benefit to a plaintiff who made a “net profit” because the income earned from the franchise would exceed the consideration paid; under those circumstances, rescission would result only in the plaintiff-franchisee having to hand over her profits to the defendant-franchisor. To avoid this “absurd” result, defendants argue, we should interpret section 691(1) as limiting recovery under the FSA to plaintiffs who suffered a net loss on their franchise. Appellants’ Br. at 15.
In our view, however, we need not delve into this thorny question of New York law to resolve the instant appeal. Even assuming arguendo that defendants’ interpretation of section 691(1) is correct, and rescission is the maximum remedy available under the statute, we see no reason to disturb the jury’s verdict in favor of Kroshnyi and McFarland on their FSA claims. Indeed, as explained below, because the district court instructed the jury in accordance with U.S. Pack’s own view of [106]*106the law,23 the jury’s decision to award damages to these plaintiffs under the FSA turns on the jurors’ implied factual findings concerning the calculation of plaintiffs’ profits and losses over the course of the franchise arrangement — findings that are entitled to substantial deference on appeal.
With respect to the prospectus claim, for example, the district court instructed the jury that it could award rescission if the failure to register was willful and material, but “[i]f you find that ... U.S. Pack’s failure to register the offering prospectus was not willful and material, then those plaintiffs are entitled to an award of damages short of rescission.” J.A. 817 (emphasis added). Moreover, in connection with the fraud claim, the court explained to the jury:
Damages for fraud must be in an amount intended to restore the plaintiffs to the position they occupied before the commission of the fraud. This means that plaintiffs’ damages should be an amount equal to the net out-of-pocket expenses, which each plaintiff incurred as a result of deciding to participate in the franchise. If you find that any or all of the plaintiffs made a net profit on their franchise, then they are not entitled to damages for their claim of fraud.
J.A. 819 (emphasis added). After receiving these instructions, the jury awarded Kroshnyi $4,325 on his prospectus claim and $7,783 on his fraud claim. It awarded McFarland nothing on his prospectus claim and $3,640 on his fraud claim.
On appeal, defendants contend that, because each plaintiff received more money in commissions from U.S. Pack than he paid in franchise fees, the jury’s damages award is inconsistent with both the court’s instructions and the evidence adduced at trial.24 Appellants’ Br. at 19. But what defendants are really asking us to do is to reject the jury’s implicit findings of fact that plaintiffs ultimately suffered a “net loss” on their franchises, and to grant judgment notwithstanding the verdict. That we may do “only if the evidence viewed in the light most favorable to the non-movants, without considering credibility or weight, reasonably permits only a conclusion in the movant’s favor.” Doctor’s Assocs., Inc. v. Weible, 92 F.3d 108, 111-12 (2d Cir.1996) (internal quotation marks omitted). Indeed, there must be “such a complete absence of evidence supporting the verdict that the jury’s find[107]*107ings could only have been the result of sheer surmise and conjecture.” Milbank, Tweed, Hadley & McCloy v. Boon, 13 F.3d 537, 542 (2d Cir.1994) (internal quotation marks omitted). That is not this case.
Defendants contend that the franchise fees charged to each plaintiff were capped at $15,000. But because both Kroshnyi and McFarland paid the fees through weekly deductions from pay25 (along with 10% interest on any unpaid balance), it appears neither plaintiff knew exactly how much he was charged in total, and the evidence was open to interpretation.26 Furthermore, in deciding whether either plaintiff made a “net profit”' on his franchise, the jury could properly consider the significant operational expenses that each plaintiff incurred in the course of running his franchise, such as the rental of a cargo vehicle, insurance premiums, vehicle maintenance, taxes, tolls, and fuel, as well as various other expenses like the rental of a radio and beeper, and the cost of uniforms and equipment. Indeed, the evidence at trial showed that U.S. Pack deducted large sums from Kroshnyi and McFarland’s weekly commission checks for vehicle rental, vehicle maintenance, the lease of radios and beepers, and other charges.27 And while neither plaintiff testified about the specific amounts expended on fuel, insurance premiums, uniforms, equipment, taxes, and the like, the jury had before it the 1996 offering prospectus and SA, which stated that drivers bore responsibility for [108]*108these expenses and provided an estimated cost range for each.28 See J.A.162-63.
Considering all of the evidence in the light most favorable to plaintiffs — as we must — we cannot say that a reasonable juror would have been “compelled” to conclude that plaintiffs made a net profit on their franchises. See Tuccio v. Marconi 589 F.3d 538, 540 (2d Cir.2009) (stating that judgment as a matter of law is warranted “only if, viewing the evidence in the light most favorable to the non-moving party, a reasonable juror would be compelled to find in favor of the moving party”); see also Indu Craft, Inc. v. Bank of Baroda, 47 F.3d 490, 496 (2d Cir.1995) (“[W]hen reviewing the sufficiency of the damages evidence, we are guided by the principle that if a plaintiff has shown it more likely than not that it has suffered damages, the amount of damages need only be proved with reasonable certainty.”). Therefore, assuming without deciding that defendants are correct that the FSA caps damages at rescission and that plaintiffs who make a net profit on their franchises have no remedy under the statute, we nonetheless affirm the district court’s award of damages in favor of Kroshnyi and McFarland on their FSA claims.29
3. Attorneys’ Fees
The FSA provides that a prevailing plaintiff is entitled to recover reasonable attorneys’ fees and costs. N.Y. Gen. Bus. Law § 691(1). On cross-appeal, plaintiffs argue that the district court abused its discretion because it failed to calculate the “lodestar” value when awarding fees. Because we reverse the judgments entered in favor of six of the plaintiffs on their FSA claims, as discussed above, we must remand for a recalculation of attorneys’ fees in any event. Upon remand, we strongly suggest that the district court begin its calculation by first performing a lodestar analysis, which calculates reasonable attorneys’ fees by multiplying the reasonable hours expended on the action by a reasonable hourly rate. See Perdue v. Kenny A. ex rel. Winn, 559 U.S. 542, 552-55, 130 S.Ct. 1662, 176 L.Ed.2d 494 (2010) (addressing lodestar analysis under federal fee-shifting statute); Matakov v. Kel-Tech Const., Inc., 84 A.D.3d 677, 924 N.Y.S.2d 344, 345-46 (1st Dep’t 2011) (applying the lodestar method under New York law).
C. Breach of Contract and NYLL Claims
We turn next to plaintiffs’ argument on cross-appeal that the district court erred when it granted summary judgment for defendants on the breach of contract and NYLL claims, concluding that the statute of frauds barred the claims. Almost all [109]*109plaintiffs testified that Glazman and others orally promised to pay them a 60%. commission for each package delivered.30 Defendants deny the existence of this agreement. According to Glazman, he “would not disclose” to drivers the amounts that customers paid U.S. Pack for deliveries because it was a “company secret.” J.A. 645. Instead, drivers were paid according to a “price list which we agreed to pay at a minimunr to the driver, but the terms changed all the time.” Id. at 684.
1. Statute of Frauds Defense
a. Amendment of Answer
As an initial matter, plaintiffs argue that the district court abused its discretion by permitting defendants to amend their answer to assert, somewhat belatedly, a statute of frauds defense. The Federal Rules provide that courts “should freely give leave [to amend] when justice so requires.” Fed.R.Civ.P. 15(a)(2). Indeed, “[i]n the absence of any apparent or declared reason ... such as undue delay, bad faith or dilatory motive on the part of the movant ... [or] undue prejudice to the opposing party by virtue of allowance of the amendment ... the leave sought should, as the rules require, be ‘freely given.’ ” Foman v. Davis, 371 U.S. 178, 182, 83 S.Ct. 227, 9 L.Ed.2d 222 (1962). We review [he district court’s grant of leave to amend for abuse of discretion, and, “[e]xcept when required by the demands of justice in the particular case, ... almost invariably defer to the discretion exercised by the trial court.” Evans v. Syracuse City Sch. Dist., 704 F.2d 44, 47 (2d Cir.1983).
Plaintiffs filed their second (and final) amended complaint on June 21, 2004. Defendants responded with their answer on August 11, 2004. Not until November 15, 2005 — more than a year after filing the answer and four months after the close of discovery — did defendants move to amend their answer to assert the statute of frauds defense (as well as the defenses of estop-pel, release, and waiver). Defendants filed their motion to amend jointly with their motion for summary judgment.
Plaintiffs contend that they suffered “extreme” prejudice from the late amendment because they had no opportunity to conduct discovery about whether there were any terms in the oral agreement that would prevent it from being performed within one year. Appellees’ Reply Br. at 18. They also argue that they were prejudiced because if the statute of frauds defense had been asserted sooner, it would have affected their settlement calculations. We are not persuaded.
In our view, plaintiffs suffered little, if any, prejudice from the grant of leave to amend. Discovery was not necessary because each plaintiff was a party to the alleged oral agreement and therefore, presumably, well aware of the agreement’s terms. In any event, the district court explained that “[e]xtensive discovery was conducted on the circumstances surrounding the oral and written agreements.” Vysovsky I, 2007 WL 3130562, at *3. Because defendants raised the statute of frauds defense in their motion for summary judgment, plaintiffs had an adequate opportunity to argue against its application to this case. And although the late assertion of the defense may have had an effect on plaintiffs’ assessment of settlement value, plaintiffs still had ample opportunity to [110]*110settle between November 2005, when defendants moved to amend and for summary judgment, and October 2007, when the court issued its decision on both motions.
Because plaintiffs have neither suffered significant prejudice from the grant of the motion to amend, nor pointed to any evidence of bad faith on the part of U.S. Pack, we conclude that the district court acted within its discretion in granting U.S. Pack’s motion to amend its answer to assert a statute of frauds defense.
b. Merits
Plaintiffs further argue that the district court erred when it concluded that the alleged oral agreements to pay 60% commissions could not be performed within one year and were therefore barred by the statute of frauds. New York’s statute of frauds provides, in relevant part, as follows:
Every agreement, promise or undertaking is void, unless it or some note or memorandum thereof be in writing, and subscribed by the party to be charged therewith, or by his lawful agent, if such agreement, promise or undertaking:
1. By its terms is not to be performed within one year from the making thereof or the performance of which is not to be completed before the end of a' lifetime[.]
N.Y. Gen. Obi. Law § 5-701(a).
New York courts generally con- - strue the statute of frauds narrowly, voiding only those oral contracts “which by their very terms have absolutely no possibility in fact and law of full performance within one year.” D & N Boening, Inc. v. Kirsch Beverages, Inc., 63 N.Y.2d 449, 454, 483 N.Y.S.2d 164, 472 N.E.2d 992 (1984). Indeed, “[w]herever an agreement has been found to be susceptible of fulfillment within that time, in whatever manner and however impractical, [the New York Court of Appeals] has held the one-year provision of the Statute to be inapplicable, a writing unnecessary, and the agreement not barred.” Id. at 455, 483 N.Y.S.2d 164, 472 N.E.2d 992.
Plaintiffs do not allege that the oral commission agreements contained an express termination provision.31 They argue, nonetheless, that the agreements were capable of performance within one year, because they were part of an at-will employment agreement, and New York law presumes such agreements may be terminated at any time by either party. We agree.
Under New York law, “absent an agreement establishing a fixed duration, an employment relationship is presumed to be a hiring at will, terminable at any time by either party.” Sabetay v. Sterling Drug, Inc., 69 N.Y.2d 329, 333, 514 N.Y.S.2d 209, 506 N.E.2d 919 (1987); see also Reddington v. Staten Island Univ. Hosp., 511 F.3d 126, 137 (2d Cir.2007). For this reason, New York courts have consistently held that oral employment agreements lacking a fixed duration are not covered by the statute of frauds, because they could theoretically be terminated by either party within one year of their making. See, e.g., Cron v. Hargro Fabrics, Inc., 91 N.Y.2d 362, 367, 670 N.Y.S.2d 973, 694 N.E.2d 56 (1998) (alleged oral agreement to pay bonuses as part of an at-will employment relationship not barred by statute of frauds); Hubbell v. T.J. Madden Constr. Co., 32 A.D.3d 1306, 823 N.Y.S.2d [111]*111318, 319 (4th Dep’t 2006); Stucklen v. Kabro Assocs., 18 A.D.3d 461, 795 N.Y.S.2d 256, 257 (2d Dep’t 2005); Air Masters, Inc. v. Bob Mims Heating & Air Conditioning Serv., Inc., 300 A.D.2d 513, 752 N.Y.S.2d 388, 389 (2d Dep’t 2002).32
To support its conclusion that plaintiffs had to allege an express termination provision to relieve the alleged oral commission agreements of the requirements of the statute of frauds, the district court relied on Burke v. Bevona, 866 F.2d 532 (2d Cir.1989). But Burke arose from a very different set of facts: there, the plaintiff based his breach of contract claim on his allegation that a union local promised him that he would have a job “for as long as you live,” or “for as long as you want, until you retire.” Id. at 534. Because the alleged lifetime employment agreement in Burke was not terminable at-will, it would be barred by the statute of frauds unless it had an express termination provision. Id. at 538. Burke does not purport to overrule the long line of New York cases discussed above. See, e.g., Berardi v. Fundamental Brokers, Inc., Nos. 89 Civ. 5143, 90 Civ. 0646(JSM), 1992 WL 27169, at *2-3 (S.D.N.Y. Feb. 5, 1992) (distinguishing Burke and holding that an express termination provision was not required to take the oral agreement to pay bonuses to employees outside the statute of frauds).
We conclude, therefore, that with respect to plaintiffs’ breach of contract and NYLL claims, the district court erred in granting summary judgment for''defendants based on the statute of frauds defense.
2. Waiver Defense
Finally, we briefly address defendants’ argument that even if plaintiffs’ breach of contract and NYLL claims are not barred by the statute of frauds, we may affirm the district court’s grant of summary judgment on the alternative ground that plaintiffs, by their course of conduct, impliedly waived these claims. Waiver is “the voluntary and intentional abandonment of a known right which, but for the waiver, would have been enforceable.” Nassau Trust Co. v. Montrose Concrete Prods. Corp., 56 N.Y.2d 175, 184, 451 N.Y.S.2d 663, 436 N.E.2d 1265 (1982). Implied waiver may be found where a party exhibits “such conduct or failure to act as to evince an intent not to claim the purported advantage.” Hadden v. Consolidated Edison Co. of N.Y., 45 N.Y.2d 466, 469, 410 N.Y.S.2d 274, 382 N.E.2d 1136 (1978). It is well established, however, that “negligence, oversight, or thoughtlessness” does not create a waiver, and waiver “cannot be inferred from mere silence.” Peck v. Peck, 232 A.D.2d 540, 649 N.Y.S.2d 22, 23 (2d Dep’t 1996).
Defendants assert that plaintiffs knew they were not paid 60% commissions on each delivery but failed to object to the calculation of their commission payments until the filing of this lawsuit. Although plaintiffs’ weekly commission statements made no reference to the delivery fees [112]*112customers paid to U.S. Pack, defendants argue that plaintiffs could have deduced how much customers were paying by “speaking with the customers” or “reading U.S. Pack’s advertising materials,” Appellants’ Reply Br. at 9, and from that data, calculated the amounts they claimed to be owed. They also contend that four plaintiffs (Holesa, Imas, Ondusko, and Szycow-ski) admitted that they did not believe they were receiving 60% commissions, and yet they continued to deliver packages for U.S. Pack. Therefore, defendants argue, plaintiffs “acquiesced in the way they were being paid” and waived any right to collect 60% commissions. Id. at 10.
Based on our review of the record, we conclude that plaintiffs have at the very least raised a genuine issue of fact as to whether they voluntarily and intentionally abandoned their right to collect 60% commissions, thus precluding us from affirming summary judgment for defendants on this alternative basis. See Voest-Alpine Int’l Corp. v. Chase Manhattan Bank, N.A., 707 F.2d 680, 685 (2d Cir.1983) (stating that where waiver is not established “directly, unmistakably or unequivocally,” issue of intent to waive right is “properly left to the trier of fact”). A jury could conclude that plaintiffs, most of whom had limited proficiency in English, were unaware that they were not receiving 60% commissions. Plaintiffs’ inability or failure to compare U.S. Pack’s advertising materials to their commission statements is at least as consistent with mere “negligence, oversight, or thoughtlessness,” which is not enough to create waiver, as it is with the “voluntary and intentional abandonment of a known right.” The testimony by Holesa, Imas, Ondusko and Szycowski also fails to establish that those plaintiffs knew that they were not receiving 60% commission payments and voluntarily and intentionally waived that right.33 Therefore, the district court’s grant of summary judgment for defendants on the breach of contract and NYLL claims cannot be upheld under defendants’ alternative theory of waiver.
* * *
In sum, we conclude that the FSA’s statute of limitations runs from the inception of the plaintiffs’ franchise relationships with defendants. Accordingly, the statute of limitations bars the claims of the six plaintiffs (Holesa, Imas, Maler, Ondus-ko, Redaj, and Szycowski) who began working for U.S. Pack more than three years before the filing of the complaint. We nevertheless affirm the jury’s award of FSA damages to plaintiffs Kroshnyi and McFarland, both of whom filed timely claims. We further conclude, however, that the district court erred in granting summary judgment on plaintiffs’ breach of contract and NYLL claims based on the statute of frauds. A jury could find that the oral agreements to pay 60% commissions were employment agreements, presumed terminable at-will, and thus capable of performance within one year. The statute of frauds therefore does not bar their enforcement. We have considered the parties’ remaining arguments and find them to be without merit.
CONCLUSION
For the foregoing reasons, we AFFIRM the district court’s judgment in favor of [113]*113Kroshnyi and McFarland on their FSA claims, but REVERSE the district court’s judgment in favor of the other six plaintiffs (Holesa, Imas, Maler, Ondusko, Redaj, and Szycowski). We also VACATE the district court’s award of attorneys’ fees on the FSA claims and REMAND for reconsideration and recalculation of the award. Finally, we VACATE the district court’s grant of summary judgment on the breach of contract and NYLL claims and REMAND to the district court for further proceedings consistent with this opinion.