James Wischmann v. Kilolo Kijakazi ( 2023 )


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  •                      FOR PUBLICATION
    UNITED STATES COURT OF APPEALS
    FOR THE NINTH CIRCUIT
    JAMES BOYD WISCHMANN,                             No. 21-35914
    Plaintiff-Appellant,               D.C. No.
    2:20-cv-01673-
    v.                                                MAT
    KILOLO KIJAKAZI, Acting
    Commissioner of Social Security,                    OPINION
    Defendant-Appellee.
    Appeal from the United States District Court
    for the Western District of Washington
    Mary Alice Theiler, Magistrate Judge, Presiding
    Argued and Submitted November 8, 2022
    Seattle, Washington
    Filed May 17, 2023
    Before: Sandra S. Ikuta and Daniel P. Collins, Circuit
    Judges, and Sidney A. Fitzwater, * District Judge.
    Opinion by Judge Ikuta
    *
    The Honorable Sidney A. Fitzwater, United States District Judge for
    the Northern District of Texas, sitting by designation.
    2                     WISCHMANN V. KIJAKAZI
    SUMMARY **
    Social Security
    The panel affirmed the district court’s decision
    upholding the Commissioner of Social Security’s denial of
    James Wischmann’s application for benefits under the
    Social Security Act.
    Relying on the vocational expert (“VE”)’s testimony, the
    administrative law judge (“ALJ”) found that there were a
    significant number of jobs in the national economy that
    Wischmann could perform, and, therefore, Wischmann was
    not disabled. Wischmann’s attorney sent a letter to the
    Appeals Council asking it to review the ALJ’s finding that
    there were a significant number of jobs in the national
    economy that Wischmann could perform. The Appeals
    Council made the attorney’s letter and a six-page attachment
    part of the record, and denied Wischmann’s request for
    review of the ALJ’s disability determination because it
    “found no reason under [the] rules to review the
    Administrative Law Judge’s decision.”
    On appeal, Wischmann challenged only the ALJ’s
    conclusion that there were a significant number of jobs in the
    national economy that a person with Wischmann’s
    limitations, age, education, and experience could
    perform. The panel held that to determine whether the ALJ
    had a duty to address a conflict in job-number evidence (and
    failed to discharge that duty), it considers on a case-by-case
    basis whether new evidence submitted by a claimant is
    **
    This summary constitutes no part of the opinion of the court. It has
    been prepared by court staff for the convenience of the reader.
    WISCHMANN V. KIJAKAZI                   3
    “meritless or immaterial” or has “significant probative
    value.”
    Because Wischmann did not present his job-number
    evidence to the ALJ during or after the hearing, the ALJ did
    not have any occasion to address the purported inconsistency
    between the VE’s estimates and Wischmann’s contrary
    estimates. The panel considered whether Wischmann’s
    estimates were both significant and probative. The panel
    held that the letter by Wischmann’s counsel and the six
    pages of printouts together provided no basis to conclude
    that these results qualified as significant and probative
    evidence. The letter provided no information about how the
    job numbers were produced, other than the name of the
    software program used. Nor do the six pages of attached
    printout support the letter’s assertions. The panel held that
    because the letter and attachments were not probative
    evidence, they did not give rise to the sort of inconsistency
    in the evidence that an ALJ was required to
    resolve. Therefore, the panel concluded that there was no
    need to remand. The panel rejected Wischmann’s argument
    that his assertion—that he (or his attorney) used Job Browser
    Pro to produce contradictory estimates of job numbers that
    were significantly lower than the VE’s estimate—was
    sufficient to require remand.
    4                  WISCHMANN V. KIJAKAZI
    COUNSEL
    Paul M. Warren (argued) and Kevin Kerr, Kerr Robichaux
    & Carroll, Portland, Oregon, for Plaintiff-Appellant.
    Shata L. Stucky (argued), Assistant Regional Counsel;
    Nicole Jabaily, Acting Regional Chief Counsel, Seattle
    Region X; Social Security Administration, Office of the
    General Counsel; Seattle, Washington; Kerry Jane Keefe,
    Assistant United States Attorney; Nicholas W. Brown,
    United States Attorney; Office of the United States Attorney;
    Seattle, Washington; for Defendant-Appellee.
    OPINION
    IKUTA, Circuit Judge:
    This case requires us to decide whether an
    Administrative Law Judge (ALJ) must reconcile a purported
    inconsistency between testimony of a vocational expert (VE)
    as to the number of jobs available in the national economy
    that a claimant can perform and the claimant’s assertedly
    contrary job-number estimates submitted to the Appeals
    Council after the ALJ’s determination and made part of the
    administrative record. Where, as here, the new evidence is
    not probative, the ALJ has no duty to resolve the
    inconsistency, and we must uphold the agency’s final
    decision. We affirm.
    WISCHMANN V. KIJAKAZI                    5
    I
    A
    James Wischmann applied for disability insurance
    benefits and supplemental security income in November
    2018, alleging that he was disabled since January 1, 2018
    due to degenerative disc disease, radiculopathy, and
    spondylosis. The ALJ determined that Wischmann’s
    impairments left him with the residual functional capacity to
    perform light work with certain limitations. Although
    Wischmann could not perform his past relevant work, the
    ALJ considered the testimony of a VE, who identified other
    work existing in significant numbers in the national
    economy that a person with Wischmann’s limitations could
    perform. The VE identified three main occupations: bakery
    helper (59,000 positions nationwide), counter clerk (25,000
    positions nationwide), and agricultural sorter (10,600
    positions nationwide).
    At the ALJ hearing in January 2020, Wischmann’s
    counsel asked the VE how he calculated the numbers for two
    of those jobs and the data source used for those calculations.
    The VE stated “[t]he software that we use is SkillTRAN
    Browser—Job Browser Pro,” which is a computer software
    that is “widely relied upon by vocational experts in
    estimating the number of relevant jobs available in the
    national economy.” Purdy v. Berryhill, 
    887 F.3d 7
    , 14 (1st
    Cir. 2018). Relying on the VE’s testimony, the ALJ found
    that there was a significant number of jobs in the national
    economy that Wischmann could perform, and, therefore,
    Wischmann was not disabled.
    6                  WISCHMANN V. KIJAKAZI
    B
    A VE’s estimate of the number of jobs available in the
    national economy is informed by the VE’s experience and
    expertise, and may be based upon “not only publicly
    available sources but also ‘information obtained directly
    from employers’ and data otherwise developed from [the
    VE’s] own ‘experience in job placement or career
    counseling.’” Biestek v. Berryhill, 
    139 S. Ct. 1148
    , 1152–53
    (2019) (citing SSR 00-4p, 
    65 Fed. Reg. 75759
    , 75760 (Dec.
    4, 2000)). “[W]e have characterized uncontradicted VE job-
    numbers testimony as inherently reliable and ordinarily
    sufficient by itself to support an ALJ’s step-five finding.”
    White v. Kijakazi, 
    44 F.4th 828
    , 835 (9th Cir. 2022) (citation
    and quotation marks omitted); see also Ford v. Saul, 
    950 F.3d 1141
    , 1159 (9th Cir. 2020) (stating that “where the
    [vocational] expert is qualified and presents cogent
    testimony that does not conflict with other evidence in the
    record, the expert’s testimony” is substantial evidence to
    support the ALJ’s step-five finding (citation and quotation
    marks omitted)).
    Although criticized as having many outdated job
    descriptions, see White, 44 F.4th at 835, the Dictionary of
    Occupational Titles (DOT) is typically the starting point for
    VEs to identify the occupations relevant for each claimant’s
    residual functional capacities, see McClesky v. Astrue, 
    606 F.3d 351
    , 354 (7th Cir. 2010) (describing DOT as “the Bible
    of vocational experts”); see also 
    20 C.F.R. §§ 404.1566
    (d)(1), 416.966(d)(1). “The DOT groups jobs
    into ‘occupations’ based on their similarities and assigns
    each occupation a code number.” Goode v. Comm’r of Soc.
    Sec., 
    966 F.3d 1277
    , 1281 (11th Cir. 2020). But the DOT
    does “not provide statistical information about the number
    of jobs available in the national economy” for each
    WISCHMANN V. KIJAKAZI                    7
    occupation code. Id.; see also Brault v. Soc. Sec. Admin.,
    Comm’r, 
    683 F.3d 443
    , 446 (2d Cir. 2012) (“The DOT,
    however, just defines jobs. It does not report how many such
    jobs are available in the economy.”).
    To obtain information about the numbers of jobs, VEs
    look to other sources, such as the Bureau of Labor Statistics
    Occupational Employment Survey (OES) or the
    Occupational Employment Quarterly (OEQ), compiled by a
    private organization. See Ruenger v. Kijakazi, 
    23 F.4th 760
    ,
    762 (7th Cir. 2022); Goode, 966 F.3d at 1281; see also
    Brault, 
    683 F.3d at 446
    . Both the OES and OEQ assign job-
    number data to a particular occupation based on the Bureau
    of Labor Statistics’ Standard Occupational Classification
    (SOC) codes. To further complicate matters, the criteria for
    SOC occupation codes are different than the DOT
    occupation codes. “The SOC system groups together
    detailed occupations with similar job duties” in a single
    code, such that “a single SOC group may contain multiple
    DOT occupations.” Goode, 966 F.3d at 1281. For example,
    ten DOT codes could be correlated to a single SOC code,
    which reports 100,000 total jobs. See Brault, 
    683 F.3d at
    447 n.4. But that “gives no information at all about how
    many positions each of the ten DOT codes contributed to
    that total.” 
    Id.
     (emphasis added). That is especially
    problematic “if DOT titles with different exertion or skill
    levels map to the same SOC code,” such that a claimant can
    perform some but not all of the jobs reported as available for
    the SOC occupation code. 
    Id.
     As a result, employment data
    corresponding to a single SOC occupation code does not
    correspond to a single DOT occupation code.
    The lack of correspondence between DOT occupation
    codes and SOC employment data requires VEs to determine
    how many of the jobs available for an SOC code match the
    8                     WISCHMANN V. KIJAKAZI
    claimant’s specific DOT code or codes. See Goode, 966
    F.3d at 1283; Brault, 
    683 F.3d at 446
    . Proprietary software
    programs have attempted to bridge this gap by matching
    various employment data sources’ job types to the claimant’s
    DOT code and then estimating the number of available jobs
    for the DOT occupation code. SkillTRAN’s Job Browser
    Pro is one such program. 1 See White, 44 F.4th at 837
    (describing Job Browser Pro as a “methodology frequently
    relied on by the [Administration]”).
    C
    In March 2020, Wischmann’s attorney sent a letter to the
    Appeals Council asking it to review the ALJ’s finding that
    there were a significant number of jobs in the national
    economy that Wischmann could perform. The attorney
    claimed the finding was not supported by substantial
    evidence because “the ALJ improperly found that there were
    jobs that exist in significant numbers in the national
    economy that Mr. Wischmann can perform.” After noting
    that the VE stated he used Job Browser Pro and DOT
    specific numbers to determine “how many positions there
    are nationally,” the attorney stated that “using Job Browser
    Pro the data shows that for bakery helper there are 45
    positions nationally, for counter clerk there are [1],527
    positions nationally, and for agricultural sorter there are
    1
    For an explanation of SkillTRAN’s methodology, see Defending Your
    Use     of    Job    Browser     Pro     Methodology,      SkillTRAN,
    SkillTRAN.com/index.php/support-area/documentation/223-jbp-
    defense (last accessed Nov. 9, 2022); Peter J. Lemoine, Crisis of
    Confidence: The Inadequacies of Vocational Evidence Presented at
    Social Security Disability Hearings, Part II 16, 18–19, Social Security
    Forum (Sept. 2012) (describing Job Browser Pro’s methodology).
    WISCHMANN V. KIJAKAZI                           9
    4,533 jobs nationally.” 2 That amounted to a total of “6,105
    [jobs] available that Mr. Wischmann would be capable of
    performing,” which, the letter contended, is “not enough to
    be significant.”
    Six pages of computer printout were attached to this
    letter. The first page states “2018 Employment Estimate for:
    524.687-022 Bakery Worker, Conveyor Line.” At the
    bottom of the page, there is a column labeled “TOTAL
    Industry Employment Estimate.” Under that column,
    appears the entry “U.S. National.” The next column is
    labeled “OES Group” and includes the entry “588.” The
    third column is labeled “Self-Employed” and has one entry,
    “0.” The fourth column is labeled “DOT Code” and has the
    number “45.” The final column is labeled “Selt:gulgy-ed”
    and has the entry “0.”
    The third page states “2018 Employment Estimate for:
    249.366-010 Counter Clerk.” There is a column labeled
    “TOTAL Industry Employment Estimate,” under which
    appears the entry “U.S. National.” To the right appears a
    column labeled “QSS-Q.LQ.up” which includes no entry.
    The next column is labeled “Self-Employed” and includes
    the entry “14.” The fourth column is labeled “DOT Code,”
    and lists no entry. And the final column is labeled
    “Selt:gulgy-ed” and has the entry “14.”
    The fifth and sixth pages state “2018 Employment
    Estimate for: 529.687-186 Sorter, Agricultural Produce.”
    The first column is labeled “TOTAL Industry Employment
    Estimate.” Under that column, appears “U.S. National.”
    2
    The letter states “for counter clerk there are I , 527 positions
    nationally,” which we interpret as meaning 1,527 in light of the letter’s
    later statement that the total number of positions is “6, 1 05.”
    10                 WISCHMANN V. KIJAKAZI
    The next column is labeled “QSS-Q.LQ.up” and includes the
    entry “3,065.” The third column is labeled “Self-Employed”
    and contains the entry “25.” The fourth column is labeled
    “DOT Code” and has no entry. And the fifth column is
    labeled “Selt:gulgy-ed” and includes the entry “12.”
    The letter does not reference these six pages, and the
    pages themselves do not indicate their source. Nor do the
    pages indicate the process by which the data were generated,
    or how the information on the pages supports the attorney’s
    claim regarding job numbers in the national economy.
    Further, the letter’s statement of estimated job numbers does
    not correspond with the numbers in the printouts. The letter
    states that there are 45 positions for bakery work, 1,527
    positions for counter clerk, and 4,533 positions for
    agricultural sorter. While the page labeled “Bakery Worker”
    includes the number 45 (under the column labeled DOT
    code), the remaining attachments do not include the numbers
    1,527 or 4,533.
    The Appeals Council made the attorney’s letter and the
    six-page attachment part of the record. But the Appeals
    Council denied Wischmann’s request for review of the
    ALJ’s disability determination stating that “[w]e found no
    reason under our rules to review the Administrative Law
    Judge’s decision.” Because the Appeals Council denied
    review, the ALJ’s decision serves as the Commissioner’s
    final agency action. Brewes v. Comm’r of Soc. Sec. Admin.,
    
    682 F.3d 1157
    , 1161–62 (9th Cir. 2012).
    Wischman challenged the final decision in the district
    court, raising only his claim that the ALJ improperly
    accepted the VE’s testimony regarding the number of jobs in
    the national economy. The district court upheld the ALJ’s
    decision, and Wischman timely appealed.
    WISCHMANN V. KIJAKAZI                            11
    We have jurisdiction to review the district court’s
    decision upholding the Commissioner’s denial of
    Wischmann’s application. See 
    28 U.S.C. § 1291
    ; Gardner
    v. Berryhill, 
    856 F.3d 652
    , 656 (9th Cir. 2017). We review
    that decision de novo and must determine whether the ALJ’s
    ruling is free of legal error and its findings of fact are
    supported by substantial evidence. Brewes, 
    682 F.3d at
    1161–62. Under that standard, “[w]e must uphold the ALJ’s
    decision where the evidence is susceptible to more than one
    rational interpretation.” Andrews v. Shalala, 
    53 F.3d 1035
    ,
    1039–40 (9th Cir. 1995). Because the Appeals Council
    accepted Wischmann’s new evidence, it became “part of the
    administrative record, which the district court [and we] must
    consider.” Brewes, 
    682 F.3d at 1163
    .
    II
    On appeal, Wischmann challenges only the ALJ’s
    conclusion that there are a significant number of jobs in the
    national economy that a person with Wischmann’s
    limitations, age, education, and experience can perform.
    This is the final step in the five-step sequential evaluation
    process for determining whether an individual is disabled.
    
    20 C.F.R. §§ 404.1520
    (a)(4), 416.920(a)(4); Thomas v.
    Barnhart, 
    278 F.3d 947
    , 955 (9th Cir. 2002). 3
    3
    At steps one through four, the ALJ must determine (1) “if the claimant
    is presently engaged in a ‘substantial gainful activity,’” Ford v. Saul, 
    950 F.3d 1141
    , 1148 (9th Cir. 2020) (citing 
    20 C.F.R. § 404.1520
    (a)(4)(i));
    (2) “whether the claimant’s impairments or combination of impairments
    is ‘severe,’” 
    id.
     (citing 
    20 C.F.R. § 404.1520
    (a)(4)(ii)); (3) whether the
    claimant’s impairments or combination of impairments meets or equals
    the severity of one listed in the Listing of Impairments, see 
    id.
     (citing 
    20 C.F.R. § 404.1520
    (a)(4)(iii)); and (4) whether the claimant is capable of
    performing past relevant work, see 
    id.
     at 1149 (citing 20 C.F.R.
    12                  WISCHMANN V. KIJAKAZI
    The ALJ has a general duty to resolve inconsistencies in
    the evidence, which may require obtaining additional
    evidence. See 
    20 C.F.R. § 404
    .1520b(b) (setting out the
    steps the agency may take when “the evidence in [the
    claimant’s] case record is . . . inconsistent”); 
    20 C.F.R. § 416
    .920b(b) (same). This duty applies “[t]hroughout the
    five-step evaluation.” Ford, 950 F.3d at 1149. For example,
    under current rules, if there is a conflict between
    occupational evidence provided by the VE and information
    in the DOT, the ALJ may not rely on the VE’s “evidence to
    support a determination or decision that the individual is or
    is not disabled” unless the ALJ explains “how he or she
    resolved the conflict.” SSR 00-4p, 65 Fed. Reg. at 75760;
    see also Shaibi v. Berryhill, 
    883 F.3d 1102
    , 1109 (9th Cir.
    2018) (“[A]n ALJ is required to investigate and resolve any
    apparent conflict between the VE’s testimony and the DOT,
    regardless of whether a claimant raises the conflict before
    the agency.”); Gutierrez v. Colvin, 
    844 F.3d 804
    , 807 (9th
    Cir. 2016) (“If the [VE’s] opinion that the applicant is able
    to work conflicts with, or seems to conflict with, the
    requirements listed in the [DOT], then the ALJ must ask the
    expert to reconcile the conflict before relying on the expert
    to decide if the claimant is disabled.”); Zavalin v. Colvin,
    
    778 F.3d 842
    , 846 (9th Cir. 2015) (“The ALJ must ask the
    [VE] to explain the conflict [between the VE’s testimony
    and the DOT] and then determine whether the [VE’s]
    explanation for the conflict is reasonable before relying on
    the [VE’s] testimony to reach a disability determination.”
    (citation and quotation marks omitted)).
    § 404.1420(f)). Wischmann does not challenge the ALJ’s decision
    regarding these steps.
    WISCHMANN V. KIJAKAZI                   13
    Although the agency has not directly addressed the
    ALJ’s responsibility to resolve a conflict between the VE’s
    job-number estimates and the claimant’s job-number
    estimates, we have held that—as with any other
    inconsistency in record evidence—the ALJ may have a duty
    to address such a conflict. See Buck v. Berryhill, 
    869 F.3d 1040
    , 1051–52 (9th Cir. 2017) (collecting cases); White, 44
    F.4th at 836–37. That duty arises only where the purportedly
    inconsistent evidence is both significant and probative, as
    opposed to “meritless or immaterial.” Kilpatrick v. Kijakazi,
    
    35 F.4th 1187
    , 1193–94 (9th Cir. 2022). After all, an ALJ
    “need not discuss all evidence presented to her. Rather, [an
    ALJ] must explain why ‘significant probative evidence has
    been rejected.’” Vincent ex rel. Vincent v. Heckler, 
    739 F.2d 1393
    , 1394–95 (9th Cir. 1984) (citation omitted).
    We have considered both the probative value and
    significance of conflicting job-number estimates in several
    cases. In Kilpatrick, a claimant challenged the ALJ’s
    reliance on a VE’s testimony by submitting a letter to the
    ALJ which stated contrary estimates of jobs available in the
    national economy derived by the claimant’s attorney. 35
    F.4th at 1190–91, 1194. In that case, “there [was] no basis
    to conclude that these results qualified as significant
    probative evidence” because the claimant’s attorney “had no
    identified expertise in calculating job figures in the national
    economy” and “there [were] obvious reasons to question [the
    attorney’s] methodology,” given that the data used “was
    roughly seven years old at the time” and the attorney used an
    “equal distribution method” that required improbable
    assumptions. Id. at 1194. Because the “estimated job
    numbers lacked a sufficient foundation,” we declined to
    consider the degree of the conflict between the competing
    14                 WISCHMANN V. KIJAKAZI
    job numbers and upheld the ALJ’s conclusion. Id. at 1194–
    95.
    In cases where the conflicting job-number estimates
    were accepted as probative, we turned to the question
    whether the new evidence was significant, which in the
    context of job-number estimates is a measure of the
    discrepancy between the VE’s estimates (upon which the
    ALJ relied to render the step-five finding) and the claimant’s
    estimates. See Buck, 
    869 F.3d 1040
    ; White, 
    44 F.4th 828
    . In
    Buck, the ALJ had “curtailed Buck’s cross-examination of
    the VE” and then ignored his submission of competing
    numbers. 
    869 F.3d at 1047
    . We “presum[ed]” that Buck’s
    calculations were probative and held that the “vast
    discrepancy between the VE’s” estimate of 843,800 jobs and
    the claimant’s estimate of 2,296 jobs was “simply too
    striking to be ignored,” such that the “inconsistency in the
    record [had to] be addressed by the ALJ on remand.” 
    Id. at 1047, 1052
    .
    We reached a similar conclusion in White, 
    44 F.4th 828
    .
    In that case, a VE testified that she used an “automated
    program, ‘SkillTRAN’” to determine that the claimant
    would be able to perform the occupations of table worker,
    assembler, and film touch-up inspector, which had
    approximately 72,000; 65,000; and 32,000 jobs,
    respectively, in the national economy. Id. at 831. Based on
    this testimony, the ALJ concluded that the claimant was not
    disabled. Id. at 832. The claimant requested a review of this
    decision with the Appeals Council and submitted “job
    estimates generated using SkillTRAN’s ‘flagship program,’
    Job Browser Pro,” which showed “there were only 2,957
    table worker jobs, 0 assembler jobs, and 1,333 film touch-up
    inspector jobs in the national economy.” Id. The Appeals
    Council declined review. Id. at 833.
    WISCHMANN V. KIJAKAZI                   15
    On appeal, we then considered whether the claimant’s
    job numbers had probative value and concluded (without
    analysis) that the claimant’s “conflicting evidence” was
    “produced using the same methodology as that used by the
    VE” and was “‘significant’ and ‘probative.’” Id. at 837
    (citation omitted). Given the large discrepancy between the
    VE’s testimony and the claimant’s new evidence, we held
    that remand to the ALJ was appropriate. See id.
    In sum, to determine whether the ALJ had a duty to
    address a conflict in job-number evidence (and failed to
    discharge that duty), we consider on a case-by-case basis
    whether new evidence submitted by a claimant is “meritless
    or immaterial” or has “significant probative” value.
    Kilpatrick, 35 F.4th at 1193. If the new evidence is
    significant and probative, we must remand to the ALJ to
    address the inconsistency in the record evidence. See White,
    44 F.4th at 837; Buck, 
    869 F.3d at 1052
    . Otherwise, if the
    claimant’s new evidence is either not probative or not
    significant, we must uphold the ALJ’s determination. See
    Kilpatrick, 35 F.4th at 1195.
    III
    We now turn to Wischmann’s challenge to the ALJ’s
    conclusion, based on the VE’s testimony, that there were a
    significant number of jobs in the national economy that
    Wischmann could perform. Wischmann preserved his
    challenge to the VE’s job-number estimates by asking the
    VE during the hearing how he had calculated the estimates
    for two of the jobs and the data source used for his estimates
    and by presenting contrary job-number estimates to the
    Appeals Council, which the Appeals Council considered and
    made part of the record. See Shaibi, 883 F.3d at 1110; White,
    44 F.4th at 831–32, 837.
    16                 WISCHMANN V. KIJAKAZI
    Because Wischmann did not present his evidence to the
    ALJ during or after the hearing, the ALJ did not have any
    occasion to address the purported inconsistency between the
    VE’s estimates and Wischmann’s contrary estimates. We
    therefore must determine whether Wischmann’s estimates
    were both significant and probative, which would require a
    remand to the ALJ to reconsider his step-five finding that
    there were a significant number of jobs in the national
    economy that Wischmann could perform (based on the VE’s
    testimony). See White, 44 F.4th at 836–37.
    We begin by considering whether the evidence
    submitted by Wischmann is probative. The letter by
    Wischmann’s counsel and the six pages of printouts together
    provide “no basis to conclude that these results qualified as
    significant probative evidence.” Kilpatrick, 35 F.4th at
    1194. The letter does not show that the data enclosed “were
    produced using the same methodology as that used by the
    VE.” White, 44 F.4th at 837. The letter states only that Job
    Browser Pro produced a lower number of positions available
    nationally for baker, counter clerk, and agricultural sorter.
    But the letter provides no information about how the job
    numbers were produced, other than the name of the software
    program used. A software program, however, is merely a
    tool that must be used appropriately to produce reliable
    results. Given that SkillTRAN’s Job Browser Pro software
    is meant to assist a VE in performing a complex matching
    exercise of various sources of information from official and
    private sources, see supra at 6–8, experience in using the
    program and interpreting the output would ordinarily be
    necessary to produce probative results. But the letter does
    not state who produced the outputs—whether a VE with
    expertise in developing job numbers or the attorney himself,
    who has “no identified expertise in calculating job figures in
    WISCHMANN V. KIJAKAZI                  17
    the national economy.” Kilpatrick, 35 F.4th at 1194. Nor
    does the letter establish that the attorney replicated a
    methodology that was set forth by the VE at the hearing. In
    addition, the letter provides no information about what
    queries were entered into the computer program, what
    variables were changed, or what filters were applied to the
    data. Nor does the letter state which version of the program
    was used, so we do not know whether the information used
    by the program was current or out of date. See id. (noting
    that where the claimant’s attorney used “data that was
    roughly seven years old at the time” to calculate the job-
    number estimates, “there [were] obvious reasons to question
    [the] methodology”).
    Nor do the six pages of attached printout support the
    letter’s assertions. Neither the letter nor the pages
    themselves state that the printout data was produced with Job
    Browser Pro. The raw data set out on these pages, see supra
    at 9–10, is not comprehensible to a lay person, and
    Wischmann does not provide the interpretation necessary to
    make the pages meaningful to a court. Cf. Decker v.
    Berryhill, 
    856 F.3d 659
    , 663–65 (9th Cir. 2017) (stating that
    a district court was not required to interpret raw laboratory
    data to support the claimant’s argument, in the absence of
    any interpretation that “would have made them more
    meaningful” to the court). And because “an ALJ need not
    discuss evidence” from a lay witness that the “lay witness is
    ‘not competent’ to provide,” the uninterpreted data is not
    probative. Kilpatrick, 35 F.4th at 1194 (citing Tobeler v.
    Colvin, 
    749 F.3d 830
    , 834 (9th Cir. 2014)). Moreover, there
    are “obvious reasons to question” the reliability of the
    attached computer printouts. 
    Id.
     Among other things, the
    letter’s statement of estimated job numbers does not fully
    correspond to the numbers in the printouts. See supra at 10.
    18                    WISCHMANN V. KIJAKAZI
    In short, because the letter and attachments are not
    probative evidence, they do not give rise to the sort of
    inconsistency in the evidence that an ALJ is required to
    resolve. See Kilpatrick, 35 F.4th at 1193–94. Therefore,
    there is no need to remand. 4
    In opposing this conclusion, Wischmann argues that his
    assertion that he (or his attorney) used Job Browser Pro to
    produce contradictory estimates of job numbers that were
    significantly lower than the VE’s estimate is sufficient to
    require remand. We disagree. An ALJ has no duty to
    consider evidence that is “meritless or immaterial.” Id. at
    1193. Thus, the bare assertion by Wischmann’s attorney
    coupled with the uninterpreted raw data do not give rise to a
    material inconsistency that the ALJ is required to resolve.
    By contrast, in White, we concluded that the claimant had
    shown that “his job estimates were produced using the same
    methodology as that used by the VE” and were “‘significant’
    and ‘probative.’” 44 F.3d at 837 (citation omitted). And in
    Buck, we were willing to “presum[e],” for purposes of our
    decision, that the claimant’s competing numbers were
    probative when the ALJ had “curtailed [the claimant’s]
    cross-examination” on that very subject and then simply
    disregarded the claimant’s numbers without explanation.
    
    869 F.3d at 1047, 1052
    . Contrary to Wischmann’s
    argument, the ALJ does not have an obligation to address the
    claimant’s evidence of job numbers in the national economy,
    unless that evidence is significant and probative. See
    4
    Because we decide on this ground, we need not consider whether the
    disparity between the VE and Wischmann’s job-number estimates is
    significant. See Kilpatrick, 35 F.4th at 1195 (taking this approach).
    WISCHMANN V. KIJAKAZI             19
    Vincent, 
    739 F.2d at
    1394–95 (recognizing that an ALJ
    “need not discuss all evidence presented to her”).
    AFFIRMED.