OPINION
David Dunlap brought suit under Title VII of the Civil Rights Act of 1964, alleging racial discrimination by the Tennessee Valley Authority. The district court found that Dunlap had been subjected to discrimination under both disparate treatment and disparate impact analyses, concluding that the TVA’s subjective hiring processes permitted racial bias against both Dunlap and other black job applicants. The TVA now appeals, arguing that the district court erred in each of these analyses. We find that although the district court was correct in finding disparate treatment, the proof was insufficient for a finding of disparate impact. We therefore AFFIRM on the disparate treatment claim, REVERSE on the disparate impact claim, and AFFIRM the court’s award of damages and fees.
I.
David Dunlap is a fifty-two year-old black man who has worked as a boilermaker for twenty years, including nearly fifteen years’ experience as a boilermaker foreman responsible for a crew of boilermakers. Most of Dunlap’s experience has been with Tennessee Valley Authority (TVA) facilities located across Tennessee through contract or temporary work with his union. Dunlap asserts that he has tried to gain employment with the TVA since the 1970s, but had never been offered a job, or even an interview. For the boilermaker position at issue, Dunlap submitted his resume and application before the application deadline. His materials specified his work with TVA facilities, his boilermaker training (through the TVA’s own training program), his supervisory experience, and his 27,000 hours of experience in the field.
Of the twenty-one people interviewed for the ten positions available, 1 all were *628 referred by the local boilermaker union as being qualified for the job, including Dunlap. The selection committee at the Cumberland facility, where the job openings were located, was comprised of five white officials and one black official. Participants were asked a combination of technical questions, developed by committee members with boilermaker experience, and non-technical questions, developed by other management and human resources employees. Sometime before the interviews began, the selection committee determined that the interview would account for seventy percent of an applicant’s final score and technical expertise would account for thirty percent. After each interview, the committee reviewed the individual score sheets as a group in an effort to even out the scores. This “score-balancing” caused the final scores to vary widely from the initial scores, even on basic, objective questions such as an applicant’s safety record or attendance history. For example, when Dunlap reported that his attendance record was excellent with only a few days off for family illness, he received a score of 3.7. In contrast, when two white applicants gave essentially the same answer, they received a 4.2 and a 5.5. For Dunlap’s perfect safety record, he received a 4, while another applicant who had had two accidents in eleven years received a score of 6. Dunlap alleges that although these are the most egregious examples of bias, the entire interview was similarly infected.
After the interviews, the twenty-one applicants were ranked in order of most to least qualified. The selection committee then divided the applicants into three groups: outstanding, well-qualified, and qualified. The ten applicants in the “outstanding” category were all chosen for jobs. Dunlap’s scores placed him in fourteenth place. Of the ten people chosen, one was William Parchman, an African-American veteran 2 with thirty years of experience as a boilermaker. Parchman provided testimony that he too had a history of being rejected for jobs at the TVA, and received the boilermaker position at issue after filing a complaint with the Equal Employment Opportunity Commission (EEOC).
Dunlap alleges that the combined weight of his more than twenty years of technical and supervisory experience made him a more qualified applicant than some of the other applicants who were hired, some of whom had only minimal supervisory experience or poorer safety records. Dunlap’s score on the technical part of the application equaled that of five of the selected candidates, yet he scored much lower on the interview and was thus not selected. He alleges that the interview process was biased from the beginning to select less qualified candidates, some with family affiliations to the committee members, 3 by hiding racial preferences. After a bench trial, the district court found that the TVA’s interview matrix process had been manipulated to exclude black applicants who were better qualified than the white applicants selected for full-time jobs at the plant, and that Dunlap himself was subjected to disparate treatment in his interview. The district court awarded Dunlap back pay, transportation expenses, compensatory damages, and attorney’s fees. Defendant TVA now appeals, arguing that the district court’s findings of disparate impact and disparate treatment discrimination were clearly erroneous.
*629 II.
This Court’s standard of review in a Title VII discrimination case is “narrow.”
Isabel v. City of Memphis,
Title VII prohibits employment practices that are “fair in form but discriminatory in operation.”
Griggs v. Duke Power Co.,
1) Disparate impact
The disparate impact theory requires a plaintiff to demonstrate that a facially neutral employment practice falls more harshly on one group than another and that the practice is not justified by business necessity.
Rowe v. Cleveland Pneumatic Co.,
A prima face case is established when: (1) the plaintiff identifies a specific employment practice to be challenged; and (2) through relevant statistical analysis proves that the challenged practice has an adverse impact on a protected group.
Johnson v. U.S. Dep’t of Health and Human Servs.,
2) Disparate treatment
The disparate treatment doctrine, articulated in
McDonnell Douglas Corp. v. Green,
The burden of establishing a prima facie case of disparate treatment is not onerous.
Tex. Dep’t of Cmty. Affairs v. Burdine,
*631
To rebut a prima facie case, a defendant must articulate a legitimate nondiscriminatory reason for the plaintiffs rejection.
Burdine,
The burden then shifted back to Dunlap to prove that the matrix process was pretext for discrimination.
See McDonnell Douglas,
First, the selection committee determined that the interview would account for seventy percent of an applicant’s final score, and technical expertise would account for thirty percent, therefore transferring the bulk of the final score from an objective measurement (merit and experience) towards a subjective measurement (communication skills). The TVA’s “Principles and Practices” on filling vacant positions, however, mandate that “merit and efficiency form the basis for selection of job candidates,” stating that “education, training, experience, ability and previous work performance serve as a basis for appraisal of merit and efficiency.” Joint App’x at 337.
During the interview, the scores varied widely even on seemingly objective questions. Dunlap reported that his attendance record was excellent with only a few days off for family illness and received a score of 3.7. In contrast, when two white applicants gave essentially the same answer, they received a 4.2 and a 5.5. For Dunlap’s perfect safety record, he received a 4, while another applicant who had had two accidents in eleven years received a score of 6. Points were also awarded for politeness in answering the first interview question, with an extra half-point awarded for answering “yes, ma’am.”
After the interview, the “score balancing” process seems to have been manipulated, again in contravention of TVA policy. The district court found that some of the score sheets were changed as many as seventy times, and there is no evidence of legitimate reasons to support such revisions. An email from the human resources director of the Cumberland plant explicitly states that interviewers should not award points for being a “diversity candidate,” so there is no argument that TVA manipulated scores to ensure diversity. (If anything, evidence that a manager may have “talked [with the team] about who was a diversity candidate,” Joint App’x at 842, supports an argument that TVA manipulated scores to select one, and *632 only one, diversity candidate.) Furthermore, the email emphasizes, “it is really important up front before your interviews start[ ] to have a definition of what ‘Outstanding,’ ‘Well-Qualified,’ and ‘Qualified’ is. This needs to be documented and dated before the interview process starts.” Joint App’x at 297. The district court found, however, that the interviewers placed candidates into these categories after the interviews were finished and after the candidates had been ranked, ensuring that the number of “outstanding” applicants equaled exactly the number of job openings. Because of these irregularities, the hiring matrix score offered by TVA as a legitimate reason for Dunlap’s rejection cannot be relied upon.
Finally, the district court evaluated the credibility of TVA’s witnesses, a determination to which we afford vast deference.
Wooldridge,
Once a proffered reason is found to be pretextual, a court may infer the ultimate fact of intentional discrimination.
See Kline v. Tenn. Valley Auth.,
TVA’s final argument on the disparate treatment claim is. that Dunlap has failed to prove causation. It argues that disputed questions, particularly about attendance and safety, could have been taken out of the matrix and Dunlap still would not have won the job based on his final score. In this Circuit, however, proof of a strict “causal connection” is not a separate element of the
McDonnell Douglas
burden-shifting framework.
See Hollins v. Atlantic Co.,
III.
Although the proof at trial was insufficient for a finding of disparate impact, the district court committed no error in finding disparate treatment discrimination. Thus, we AFFIRM on the disparate treatment claim, REVERSE on the disparate impact claim, and AFFIRM the court’s award of damages and fees.
Notes
. Eight boilermaker positions were initially available, and two more opened up before the end of the selection process.
. Veterans were entitled to special hiring preferences pursuant to TVA policy.
. Three of the selected candidates had less boilermaker experience than Dunlap, but had family connections to TVA managers or employees.
. Despite TVA’s assertions to the contrary, the district court did correctly identify that "the defendant's burden is for the production of evidence, not the burden of persuasion.” Joint App’x at 33 (citing
Gagne v. Northwestern Nat’l Ins. Co.,
