Antonio Viverette v. Commissioner of Social Security ( 2021 )


Menu:
  •             USCA11 Case: 20-11862     Date Filed: 09/21/2021   Page: 1 of 20
    [PUBLISH]
    IN THE UNITED STATES COURT OF APPEALS
    FOR THE ELEVENTH CIRCUIT
    ________________________
    No. 20-11862
    ________________________
    D.C. Docket No. 8:18-cv-02773-PDB
    ANTONIO VIVERETTE,
    Plaintiff - Appellant,
    versus
    COMMISSIONER OF SOCIAL SECURITY,
    Defendant - Appellee.
    ________________________
    Appeal from the United States District Court
    for the Middle District of Florida
    ________________________
    (September 21, 2021)
    Before JORDAN, BRASHER, and JULIE CARNES, Circuit Judges.
    JORDAN, Circuit Judge:
    The Dictionary of Occupational Titles, published by the Department of Labor,
    contains descriptions of thousands of jobs available in the national economy, and is
    USCA11 Case: 20-11862       Date Filed: 09/21/2021    Page: 2 of 20
    used by the Commissioner of Social Security to adjudicate benefit applications by
    claimants. See 20 C.F.R. § 416.966(d)(1). As relevant here, the DOT specifies the
    general educational requirements, including the level of reasoning skills, required
    for each job. See Estrada v. Barhart, 
    417 F. Supp. 2d 1299
    , 1302 (M.D. Fla. 2006).
    Level 3 reasoning, according to the DOT, means the ability to “[a]pply
    commonsense understanding furnished in written, oral, or diagrammatical form [and
    to d]eal with problems involving several concrete variables in or from standardized
    situations.” U.S. Dept. of Labor, Dictionary of Occupational Titles, App. C, § III,
    Components of the Definition Trailer, 
    1991 WL 688702
     (4th ed. 1991).
    Antonio Viverette appeals the district court’s order affirming the decision of
    an administrative law judge denying his application for supplemental security
    income (SSI) benefits, pursuant to 42 U.S.C. § 1383(c). He argues that the ALJ
    erred in two ways: (1) ruling that he could perform a job with level 3 reasoning after
    finding that his residual functional capacity limited him to simple, routine, and
    repetitive tasks; and (2) basing the number of available jobs on unreliable vocational
    expert testimony.
    Whether there is an apparent conflict between a limitation to simple, routine,
    and repetitive tasks and level 3 reasoning is a question that has divided some of our
    sister circuits, and is one of first impression for us. We now join the Fourth, Ninth,
    and Tenth Circuits and hold that there is an apparent conflict between a limitation to
    2
    USCA11 Case: 20-11862       Date Filed: 09/21/2021    Page: 3 of 20
    simple, routine, and repetitive tasks and the demands of level 3 reasoning. Because
    the ALJ did not address that apparent conflict—as required by our precedent—and
    because we cannot say that the error was harmless, we reverse and remand for further
    proceedings before the ALJ.
    I
    Mr. Viverette applied for SSI benefits on July 27, 2015, alleging a disability
    onset date of January 1, 1999, when he was 24 years old. He listed five conditions
    limiting his ability to work: (1) a below-the-knee left leg amputation; (2) diabetes;
    (3) arthritis; (4) pain in his lower back; and (5) “slow learning.” He also indicated
    that he only completed 7th grade and never worked.               The Social Security
    Administration rejected Mr. Viverette’s claim for SSI benefits. After the SSA
    denied reconsideration, Mr. Viverette requested a hearing before an ALJ.
    A
    Before the hearing, Mr. Viverette submitted school, prison, and medical
    records to document his limitations. For example, Dr. Fred L. Alberts, Jr. stated in
    his report that Mr. Viverette had a 7th-grade education level, and that his “[a]ttention
    and concentration were consistent with his Extremely Low range of intellectual
    functioning.” Dr. Eniola Owi wrote in her report that Mr. Viverette had a “[h]istory
    of type 2 Diabetes mellitus,” “S/p BKA Lt leg due to crush injury,” and “[r]esidual
    limp with prosthesis.”
    3
    USCA11 Case: 20-11862       Date Filed: 09/21/2021   Page: 4 of 20
    At a hearing before the ALJ in October of 2017, Mr. Viverette testified that
    he was in prison awaiting trial on several charges. He had a driver’s license and
    could drive. He started the 8th grade but dropped out before finishing. In school,
    he had trouble “[c]omprehending, reading and writing,” and “was a slow learner.”
    He had never been employed. When asked the reason, he said that he “never had
    the education to work” and he “just didn’t never know how to fill out an application.”
    Mr. Viverette explained that his mother, who had passed away right before he
    went to jail, “did everything for” him. When asked if he thought that he could do
    his laundry himself, he responded “I ain’t never done it.” When asked what his
    average day was like before he went to jail, i.e., “did [he] do anything,” he said that
    “[he] could try.” That was “the only thing [he could] tell” the ALJ, and he was
    unable to give a definite “answer because [he] always had [his] mom and dad take
    care of [him].” He had a child whom he did not see, as she was taken away from
    him.
    As to his physical condition, Mr. Viverette testified that he wore a prosthesis,
    which was “messed up” at the time. His stump had been “bad” since he was in jail
    and was “a little red.” He wore his prosthesis when he had to walk and, when he
    was not wearing it, he sat on his prison bed. He had been to prison multiple times
    and said “yes” when asked if he had “a low bunk pass or . . . [was] exempt from
    doing work.” He “walk[ed] with a limp” and “ha[d] bad back pains.”
    4
    USCA11 Case: 20-11862       Date Filed: 09/21/2021       Page: 5 of 20
    When asked if he thought that he could do “a job where [he was] sitting all
    day long, and . . . just doing simple, routine work like putting things together, like
    assembly type of work,” Mr. Viverette said “[y]es, sir, if [he] underst[oo]d how to
    do it because [his] education [was] not really good.” If he “had a sit down job,” he
    could wear his prosthesis the entire time and he thought that he “could be on [his]
    feet an hour a day.” In response to a question about whether he could read and write,
    he said that he could “comprehend it a little bit” and “read and write a little.” As to
    his math capabilities, he indicated that he could do “a little.”
    B
    A claimant is disabled for purposes of SSI benefits when he is unable “to do
    any substantial gainful activity by reason of any medically determinable physical or
    mental impairment which can be expected to result in death or which has lasted or
    can be expected to last for a continuous period of not less than 12 months.” 20
    C.F.R. § 416.905(a). The Social Security regulations set out a five-step, sequential
    evaluation process for determining whether a claimant is disabled for purposes of
    SSI benefits. See § 416.920(a)(1), (4). An ALJ must evaluate whether (1) the
    claimant was engaged in substantial gainful activity; (2) the claimant has a severe
    impairment; (3) the severe impairment meets or equals an impairment listed by the
    SSA; (4) the claimant has the residual functional capacity (RFC) to perform past
    relevant work; and (5) there are other jobs the claimant could perform given his RFC,
    5
    USCA11 Case: 20-11862        Date Filed: 09/21/2021    Page: 6 of 20
    age, education, and work experience. See §§ 416.920(a)(4)(i)–(v). An “RFC [is]
    that which an individual is still able to do despite the limitations caused by his or her
    impairments.” Phillips v. Barnhart, 
    357 F.3d 1232
    , 1238 (11th Cir. 2004).
    At steps one and two, the ALJ found that Mr. Viverette had not engaged in
    substantial gainful activity since his application date and had a number of severe
    impairments (obesity, remote bilateral hip fracture, below-knee amputation of his
    left leg, diabetes mellitus, borderline intellectual functioning, depressive disorder,
    and cocaine dependence currently in remission). At step three, however, the ALJ
    found that Mr. Viverette lacked “an impairment or combination of impairments that
    meets or medically equals the severity of one of the listed impairments in 20 CFR
    Part 404, Subpart P, Appendix 1.”
    The ALJ found at step four that Mr. Viverette had the RFC “to perform
    sedentary work” subject to certain restrictions, including (i) not operating left leg
    foot controls; (ii) “occasionally climb[ing] ramps and stairs but . . . never climb[ing]
    ladders or scaffolds;” and (iii) “occasionally stoop[ing], kneel[ing], crouch[ing or]
    crawl[ing]” but never “working at unprotected heights or operating motor
    vehicle[s].” The ALJ specifically found that he was “limited to simple, routine, and
    repetitive tasks” and “simple work-related decisions,” but could “frequently interact
    with supervisors, coworkers and the general public.”
    6
    USCA11 Case: 20-11862        Date Filed: 09/21/2021     Page: 7 of 20
    Finally, at step five, the ALJ found that there were jobs that existed in
    significant numbers in the national economy that Mr. Viverette can perform. The
    ALJ noted that the vocational expert (VE) testified that Mr. Viverette “would be able
    to perform the requirements of representative occupations,” such as document
    preparer, with about 104,000 jobs nationally; final assembler, with about 7,000 jobs
    nationally; and check weigher, which had about 14,000 jobs nationally. These jobs,
    and their estimated numbers, were drawn from groups set out in the Standard
    Occupation Classification (SOC) system. 1
    According to the DOT, the occupation of document preparer requires level 3
    reasoning. The occupations of final assembler and check weigher, on the other hand,
    require level 1 reasoning.
    When the Appeals Council declined to review the ALJ’s decision, Mr.
    Viverette filed suit in federal court. The district court concluded that Mr. Viverette
    was not disabled and that any alleged error by the ALJ in failing to address a
    potential conflict between Mr. Viverette’s limitations and level 3 reasoning as to the
    document preparer position was harmless due to the availability of other positions
    (i.e., final assembler and check weigher).
    1
    SOC groups do not have a one-to-one match to DOT occupations. See generally Goode v.
    Comm’r of Soc. Sec., 
    966 F.3d 1277
    , 1281 (11th Cir. 2020) (describing the problem). The SOC
    group for check weigher, for example, contains many DOT occupations, some of which may
    require level 3 reasoning. The VE offered no additional testimony distinguishing which DOT
    occupations within each SOC group met Mr. Viverette’s RFC and specific limitations.
    7
    USCA11 Case: 20-11862      Date Filed: 09/21/2021    Page: 8 of 20
    II
    Where an “ALJ denies benefits and the [Appeals Council] denies review, we
    review the ALJ’s decision as the Commissioner’s final decision.” Doughty v. Apfel,
    
    245 F.3d 1274
    , 1278 (11th Cir. 2001). On the factual side, we determine whether
    the ALJ’s decision is supported by substantial evidence. On the legal side, we
    review questions of law de novo. See Moore v. Barnhart, 
    405 F.3d 1208
    , 1211 (11th
    Cir. 2005).
    “Substantial evidence is less than a preponderance, but rather such relevant
    evidence as a reasonable person would accept as adequate to support a conclusion.”
    
    Id.
     Nevertheless, substantial evidence requires “more than a scintilla.” Winschel v.
    Comm’r of Soc. Sec., 
    631 F.3d 1176
    , 1178 (11th Cir. 2011). In reviewing for
    substantial evidence, we “may not decide the facts anew, reweigh the evidence, or
    substitute our judgment for that of the [ALJ].”       
    Id.
        “Even if the evidence
    preponderates against the [ALJ’s] findings, we must affirm if the decision reached
    is supported by substantial evidence.” Crawford v. Comm’r of Soc. Sec., 
    363 F.3d 1155
    , 1158–59 (11th Cir. 2004).
    III
    In Washington v. Commissioner of Social Security, 
    906 F.3d 1353
     (11th Cir.
    2018), we considered the effect of Social Security Ruling (SSR) 00-4p, 
    2000 WL 1898704
     (Dec. 4, 2000), which addresses what ALJs must do to resolve conflicts
    8
    USCA11 Case: 20-11862     Date Filed: 09/21/2021    Page: 9 of 20
    between the DOT and expert testimony. We held in Washington that “SSR 00-4p
    imposes a duty on ALJs to identify and resolve apparent conflicts between DOT data
    and VE testimony, and this duty is not fulfilled simply by taking the VE at his word
    that his testimony comports with the DOT when the record reveals an apparent
    conflict between the VE’s testimony and the DOT.” 906 F.3d at 1362. See also id.
    at 1365 (“SSR 00-4p is properly understood to impose an affirmative duty on the
    ALJs to identify apparent conflicts, ask the VE about them, and explain how the
    conflict was resolved in the ALJ’s final decision.”). A conflict is “apparent,” we
    explained, when it is “reasonably ascertainable or evident,” i.e., when it is
    “seeming[ly] real or true, but not necessarily so.” Id. at 1366 (citation and internal
    quotation marks omitted).
    We concluded in Washington that there was an apparent conflict between the
    DOT, which indicated that certain positions required “frequent” fine manipulation,
    and a VE’s testimony that a claimant who could only engage in “occasional” fine
    manipulation could perform such jobs. See id. “The difference between the ability
    to occasionally perform a task and frequently perform a task,” we explained, “is
    patent and significant in determining whether work exists in the national economy
    for a claimant.” Id. Because the ALJ had not identified and resolved this apparent
    conflict, and thereby “breached his duty,” we reversed and remanded. See id. at
    1366–67.
    9
    USCA11 Case: 20-11862       Date Filed: 09/21/2021   Page: 10 of 20
    Recently, in Buckwalter v. Acting Commissioner of Social Security, 5 F.4th
    1315 (11th Cir. 2021), we held that there is no apparent conflict between a claimant’s
    RFC to understand, carry out, and remember simple instructions and level 2
    reasoning, which requires the ability to “[a]pply commonsense understanding to
    carry out detailed but uninvolved written or oral instructions.” 5 F.4th at 1323–24.
    Although we acknowledged a “potential[] tension,” and described the matter as a
    “close question,” we ruled that the two concepts could be readily reconciled. Id. at
    1323. We followed the decisions of the Fourth and Eighth Circuits and concluded
    that “‘detailed’ indicates length rather than complexity, and ‘uninvolved’ also
    denotes a lack of complexity.” Id. (citing Lawrence v. Saul, 
    941 F.3d 140
    , 143–44
    (4th Cir. 2019), and Moore v. Astrue, 
    623 F.3d 599
    , 605 (8th Cir. 2010)).
    This case is one step beyond Buckwalter. The question we face is whether
    there is an apparent conflict between an RFC limitation to simple, routine, and
    repetitive tasks and level 3 reasoning.
    A
    At step four of the analysis, the ALJ found that Mr. Viverette’s
    RFC is limited to simple, routine, and repetitive tasks. At step five, the ALJ—
    relying on the testimony of the VE—listed “document preparer” as one of the
    representative jobs that Mr. Viverette could perform in the national economy.
    The DOT defines the duties of a document preparer in the following way:
    10
    USCA11 Case: 20-11862       Date Filed: 09/21/2021    Page: 11 of 20
    Prepares documents, such as brochures, pamphlets, and catalogs, for
    microfilming, using paper cutter, photocopying machine, rubber
    stamps, and other work devices: Cuts documents into individual pages
    of standard microfilming size and format when allowed by margin
    space, using paper cutter or razor knife. Reproduces document pages
    as necessary to improve clarity or to reduce one or more pages into
    single page of standard microfilming size, using photocopying
    machine. Stamps standard symbols on pages or inserts instruction
    cards between pages of material to notify MICROFILM-CAMERA
    OPERATOR (business ser.) 976.682-022 of special handling, such as
    manual repositioning, during microfilming. Prepares cover sheet and
    document folder for material and index card for company files
    indicating information, such as firm name and address, product
    category, and index code, to identify material. Inserts material to be
    filmed in document folder and files folder for processing according to
    index code and filming priority schedule.
    DOT, § 249.587-018. As noted, the DOT provides that the position of “document
    preparer” requires level 3 reasoning. See id.
    The DOT defines level 3 reasoning as the ability to “[a]pply commonsense
    understanding furnished in written, oral, or diagrammatical form [and to d]eal with
    problems involving several concrete variables in or from standardized situations.”
    DOT, App. C, § III, 
    1991 WL 688702
    . We explained in Buckwalter that level 3
    reasoning is different than level 1 and level 2 reasoning because it “lifts the
    restrictions on how complex the instructions can be—allowing for any
    ‘instructions.’” Buckwalter, 5 F.4th at 1323.
    B
    The Seventh and Eighth Circuits have held that there isn’t an apparent conflict
    between a limitation to simple tasks and level 3 reasoning. See, e.g., Terry v. Astrue,
    11
    USCA11 Case: 20-11862           Date Filed: 09/21/2021       Page: 12 of 20
    
    580 F.3d 471
    , 478 (7th Cir. 2009); Renfrow v. Astrue, 
    496 F.3d 918
    , 921 (8th Cir.
    2007); Hillier v. Soc. Sec. Admin., 
    486 F.3d 359
    , 367 (8th Cir. 2007). The Fourth,
    Ninth, and Tenth Circuits, however, have come to the opposite conclusion. See
    Keller v. Berryhill, 754 F. App’x 193, 197 (4th Cir. 2018); Zavalin v. Colvin, 
    778 F.3d 842
    , 847 (9th Cir. 2015); Hackett v. Barnhart, 
    395 F.3d 1168
    , 1176 (10th Cir.
    2005). 2
    For a number of reasons, we conclude that the view of the Fourth, Ninth, and
    Tenth Circuits is more persuasive.             That view is also more in line with our
    understanding of the concept of apparent conflict as set out in Washington.
    First, it seems to us from a side-by-side comparison that there is an apparent
    conflict under Washington between an RFC to simple, routine, and repetitive tasks
    and level 3 reasoning, which requires the ability to apply commonsense
    understanding furnished in written, oral, or diagrammatical form and to deal with
    problems involving several concrete variables in or from standardized situations. As
    the Tenth Circuit put it: “This limitation seems inconsistent with the demands of
    level 3 reasoning.” Hackett, 
    395 F.3d at 1176
    . See also Keller, 754 F. App’x at
    197–98 (“A limitation to short and simple instructions appears more consistent with
    2
    Like the circuits, the district courts are also divided on the question. Compare, e.g., Lori P. v.
    Comm’r of Soc. Sec., No. 2:19-cv-00193, 
    2021 WL 1207456
    , at *8 (D. Vt. Mar. 31, 2021), and
    Graves v. Saul, No. 7:18-cv-00177-O-BP, 
    2020 WL 896669
    , at *4 (N.D. Tex. Feb. 25, 2020), with,
    e.g., Ferguson v. Berryhill, 
    381 F. Supp. 3d 702
    , 708 (W.D. Va. 2019), and Estrada, 
    417 F. Supp. 2d at 1303
    –04.
    12
    USCA11 Case: 20-11862       Date Filed: 09/21/2021    Page: 13 of 20
    Reasoning Development Level 1 or Level 2 than with Level 3. Indeed, it seems that
    such a limitation falls somewhere between Levels 1 and 2.”) (citations and footnote
    omitted).
    Second, we agree with the Ninth Circuit’s analysis: “[A] limitation to simple,
    routine tasks is at odds with Level 3’s requirements because it may be difficult for a
    person limited to simple, repetitive tasks to follow instructions in diagrammatic form
    as such instructions can be abstract.” Zavalin, 776 F.3d at 847 (citation and internal
    quotation marks omitted). Furthermore, “there is no rigid correlation between
    reasoning levels and the amount of education that a claimant has completed. While
    . . . educational background is relevant, the DOT’s reasoning levels clearly
    correspond to the claimant’s ability because they assess whether a person can ‘apply’
    increasingly difficult principles of rational thought and ‘deal’ with increasingly
    complicated problems.” Id. (citation omitted). For similar reasons, the SSA has told
    its VEs that “[t]here is an apparent conflict between a job that requires . . . level 3
    [reasoning] and a hypothetical individual [who] can perform only ‘simple’ or
    ‘repetitive’ tasks.” See SSA, Office of Hearing Operations, Office of the Chief ALJ,
    Vocational Expert Handbook 39 (June 2020).
    Third, the Seventh and Eighth Circuits based their contrary decisions in part
    on evidence in the record that the claimant had performed similar (or identical) level
    3 reasoning jobs in the past or had the cognitive capacity to do so. In Terry, the
    13
    USCA11 Case: 20-11862       Date Filed: 09/21/2021   Page: 14 of 20
    Seventh Circuit reasoned that the claimant “d[id] not argue that she cannot perform
    [level 3 reasoning skills], perhaps because the record suggests she can: she finished
    high school, completed training to become a certified nurse’s assistant, and has the
    cognitive capacity to follow simple instructions.” 
    580 F.3d at 478
    . The Eighth
    Circuit acknowledged in Hillier that “in the abstract tension exists between only
    being able to understand, remember, and follow simple, concrete instructions and
    working as a cashier [a level 3 reasoning occupation],” but explained that it did “not
    decide cases in the abstract,” and noted that the claimant had previously worked as
    a cashier for Wendy’s and the Salvation Army. See 
    486 F.3d at 367
    . This evidence
    demonstrated that the claimant “ha[d] the mental capacity to work as a cashier.” 
    Id.
    The record here is far different. Mr. Viverette did not finish eighth grade, has never
    worked, and can read, write, and do math only a “little.” The decisions of the
    Seventh and Eighth Circuits, therefore, are distinguishable on their facts.
    Fourth, the substantive analysis of the Seventh Circuit in Terry gives us pause.
    The Seventh Circuit analyzed the claimant’s ability to “perform only ‘simple’ work”
    and concluded that she retained the capacity to reason at level 3 in part because she
    could “follow simple instructions.” Terry, 
    580 F.3d at 478
    . Level 3 reasoning,
    however, requires more than the ability to carry out simple instructions. As we
    explained in Buckwalter, level 3 reasoning “lifts the restrictions on how complex the
    instructions can be—allowing for any ‘instructions.’” Buckwalter, 5 F.4th at 1323.
    14
    USCA11 Case: 20-11862        Date Filed: 09/21/2021   Page: 15 of 20
    Terry, in other words, may have relied on an incorrect (or at least incomplete)
    understanding of level 3 reasoning.
    Fifth, in a more recent decision the Eighth Circuit has explained that an
    apparent conflict can exist in certain situations where the claimant is limited to
    simple tasks and a listed occupation demands level 3 reasoning. In Thomas v.
    Berryhill, 
    881 F.3d 672
    , 676–77 (8th Cir. 2018), the ALJ found that the claimant
    had an RFC limiting her to one- to two-step tasks and concluded that she was not
    disabled at step five because she could perform the job of a new accounts clerk.
    Because the position of new accounts clerk requires level 3 reasoning under the
    DOT, the Eighth Circuit held that there was an apparent conflict and remanded for
    the ALJ to address the matter. “An apparent conflict . . . existed between the [VE’s]
    testimony that someone limited to ‘[one] to [two] step tasks’ could work as a new
    accounts clerk and the DOT description that being such a clerk involves a higher
    level of reasoning [i.e., level 3 reasoning]. Because that conflict was ‘apparent’ and
    not just ‘possible,’ the ALJ needed to do more than have the [VE] affirm that his
    testimony was consistent with the DOT.” 
    Id. at 678
    . Given its decision in Thomas,
    the Eighth Circuit has moved closer to (if not aligned itself) with the position of the
    Fourth, Ninth, and Tenth Circuits.
    We hold, therefore, that that there is an apparent conflict between an RFC
    limitation to simple, routine, and repetitive tasks and level 3 reasoning, and in doing
    15
    USCA11 Case: 20-11862       Date Filed: 09/21/2021   Page: 16 of 20
    so join the decisions of the Fourth, Ninth, and Tenth Circuits. This does not mean
    that there is an actual conflict or that an ALJ is categorically prohibited from
    including a job with level 3 reasoning in the step five analysis for a claimant with
    such a limitation. It does mean that the ALJ is required to address the apparent
    conflict and provide a reasonable explanation for her determination.              See
    Washington, 906 F.3d at 1366 (“This doesn’t mean that the VE [or ALJ were] wrong,
    but it does mean that there was a conflict, it was apparent, and it was important.”).
    IV
    The ALJ’s failure to address the apparent conflict, however, is not the end of
    the matter. Although the document preparer position is out of the equation for now,
    see Buckwalter, 5 F.4th at 1321 (the failure to address an apparent conflict means
    that an ALJ’s decision is not supported by substantial evidence), the Commissioner
    urges us to conclude—as did the district court—that the error was harmless.
    According to the Commissioner, the ALJ also found that Mr. Viverette could work
    as a final assembler or a check weigher (both of which require level 1 reasoning),
    and the VE testified that there are 7,000 and 14,000 jobs nationally available for
    those positions. See generally Shinseki v. Sanders, 
    556 U.S. 396
    , 409 (2009) (“[T]he
    burden of showing that an error is harmful normally falls upon the party attacking
    the agency’s determination.”); Washington, 906 F.3d at 1366 (holding that the ALJ’s
    failure to address an apparent conflict was not harmless).
    16
    USCA11 Case: 20-11862      Date Filed: 09/21/2021   Page: 17 of 20
    On this record, we cannot conclude that the ALJ’s failure to address the
    apparent conflict as to the document preparer position was harmless. In the words
    of Washington, “[w]e can’t disregard the error”—the failure to address the apparent
    conflict—“on the grounds that no conflict in fact existed.” 906 F.3d at 1366. Our
    conclusion, moreover, remains the same even if we dig deeper.
    At step five, an ALJ must “ascertain whether [the] jobs [that a claimant can
    perform] ‘exist[ ] in significant numbers in the national economy.’” Biestek v.
    Berryhill, 
    139 S.Ct. 1148
    , 1152 (2019) (quoting 20 C.F.R. §§ 404.1560(c)(1) &
    416.960(c)(1)). See also Barnhart v. Thomas, 
    540 U.S. 20
    , 25 (2003); Winschel,
    
    631 F.3d at 1180
    . As noted, the VE testified that there are 104,000 document
    preparer positions available nationally, 7,000 final assembler positions available
    nationally, and 14,000 check weigher positions available nationally. The ALJ
    referenced this testimony collectively and concluded that Mr. Viverette “is capable
    of making a successful adjustment to other work that exists in significant numbers
    in the national economy.” D.E. 13-2 at 32. But she apparently treated the three
    occupations (one of which we must here assume is off the table) cumulatively for
    purposes of the “significant numbers” determination, for she did not make any
    findings about how many jobs were available in the national economy for each of
    the occupations. In other words, the ALJ did not make a finding about how many
    final assembler or check weigher jobs were available nationally or whether the
    17
    USCA11 Case: 20-11862       Date Filed: 09/21/2021    Page: 18 of 20
    number of final assembler and check weigher jobs, either separately or cumulatively,
    constituted a significant number, absent the document preparer jobs.
    “Whether there are a significant number of jobs a claimant is able to perform
    with his limitations is a question of fact to be determined by a judicial officer [i.e.,
    the ALJ].” Martinez v. Heckler, 
    807 F.2d 771
    , 775 (9th Cir. 1986). See also Brooks
    v. Barnhart, 133 F. App’x 669, 670 (11th Cir. 2005) (“The ALJ, relying on the VE’s
    testimony, and not the VE, determines whether a specific number of jobs constitutes
    a significant number.”) (citing Martinez with approval). Here, the ALJ based her
    finding of fact on the VE’s testimony about a total number of 125,000 jobs, without
    considering an apparent conflict that affected 104,000 of those jobs. Given that over
    eighty percent of the jobs presented to the ALJ are affected by the apparent conflict
    and that we are reviewing the decision of the ALJ (on behalf of the Commissioner)
    for substantial evidence, we are hesitant to make any factual determinations
    ourselves about whether the final assembler or check weigher positions exist in
    significant numbers in the national economy. Where additional (or more specific)
    agency fact-finding is needed, remand is the appropriate disposition. See Allen v.
    Barnhart, 
    357 F.3d 1140
    , 1144 (10th Cir. 2004) (“[J]udicial line-drawing in this
    context is inappropriate, [because] the issue of numerical significance entails many
    fact-specific considerations requiring individualized evaluation, and . . . [because]
    the evaluation ‘should ultimately be left to the ALJ’s common sense in weighing the
    18
    USCA11 Case: 20-11862            Date Filed: 09/21/2021        Page: 19 of 20
    statutory language as applied to a particular claimant’s factual situation.’”) (citation
    omitted). 3
    Even if we thought that the ALJ had made specific findings about the number
    of final assembler and check weigher jobs available in the national economy, and
    about whether those numbers were significant, our recent decision in Goode v.
    Comm’r of Soc. Sec, 
    966 F.3d 1277
     (11th Cir. 2020)—issued after the district court’s
    decision—counsels in favor of remand. In Goode, the VE testified there were 43,000
    bakery worker jobs nationally and 1,000 such jobs regionally based on the closest
    matching SOC code for that DOT occupation. This SOC code, however, covered
    65 DOT jobs, only one of which the claimant was actually capable of performing.
    Because the VE never took the additional step of approximating how many of those
    specific jobs within the SOC code the claimant could perform, we found that the
    testimony was unreliable. As a result, the ALJ’s decision was not supported by
    substantial evidence. See 
    id. at 1283
    –84.
    In Mr. Viverette’s case the VE testified that there were 14,000 check weigher
    jobs nationally, but on cross-examination stated that this number included the total
    3
    The Tenth Circuit faced a very similar situation in Kimes v. Comm’r of Soc. Sec., 817 F. App’x
    654 (10th Cir. 2020), and remanded for the ALJ to make specific findings about the number of
    jobs available nationally for a specific occupation: “In determining whether the ‘significant
    numbers’ requirement was satisfied, the ALJ considered both jobs together, for a total of 96,000
    jobs. He did not consider whether [the occupation of] industrial cleaner, alone, with only 16,000
    jobs, satisfies the requirement. It is not for this court to decide, in the first instance, whether a
    relatively low number qualifies as a ‘significant number’ of jobs.” 
    Id. at 659
    . We find Kimes to
    be persuasive and follow its approach.
    19
    USCA11 Case: 20-11862          Date Filed: 09/21/2021       Page: 20 of 20
    of sedentary unskilled jobs within the relevant SOC code. Significantly, she also
    said that she did not know whether the other DOT occupations within the SOC code
    required level 1 or level 2 reasoning or something higher. See D.E. 13-2 at 55–57.
    Because we have now held that there is an apparent conflict between level 3
    reasoning and a limitation to simple, routine, and repetitive tasks, and because the
    VE did not take the additional step mandated in Goode to estimate what portion of
    jobs within the relevant SOC code Mr. Viverette can perform, the 14,000 number
    for the check weigher position may be overstated. As a result, a “remand [here]
    would [not] be an idle and useless formality.” N.L.R.B. v. Wyman-Gordon Co., 
    394 U.S. 759
    , 766 n.6 (1969).4
    V
    The judgment of the district court is reversed, with instructions that the case
    be remanded to the Commissioner for further proceedings.
    REVERSED AND REMANDED.
    4
    Mr. Viverette’s counsel sought to ask the VE about the final assembler position, but the ALJ cut
    that questioning short because she had another hearing scheduled, and that hearing was already
    behind schedule. See D.E. 13-2 at 57–58.
    20