Opinion for the Court filed by Circuit Judge WILLIAMS.
This case appears before us on appeal for the third time. A sex discrimination class action against the United States Information Agency (“USIA”), it has been working its way up and down the system for nearly 20 years. The end may be at hand — or at least further progress into the remedial phase may be. We find most of defendant’s arguments — which concern both certification and liability — to be either waived or barred by law of the case. We affirm the judgment except as it concerns the individual claim of plaintiff Carolee Brady (Hartman) and the decision setting aside 39 foreign service officer slots to be filled by class members.
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The facts and procedural posture of this case are described at length in our second pass at it,
Hartman v. Duffey,
On the second appeal, we addressed only the question of class certification, saying that the record did not adequately demonstrate that a class existed.
After our remand, twenty class members representing the six job categories petitioned for intervention as named plaintiffs, and the district court approved intervention as of right under F.R. Civ. Pro. 24.
Hartman v. Duffey,
The USIA now appeals again, asserting a variety of errors. Primarily because of law of the case and waiver, we reject all of defendant’s arguments except those specifically concerning Hartman herself and the 39 foreign serviсe slots.
I. Vicarious Exhaustion of Administrative Remedies
The USIA argued to the district court on the latest go-around that class members should not be permitted to intervene as additional named plaintiffs because they had failed to exhaust their administrative remedies.
We do not reach the merits of defendant's arguments on this issue because of the defendant's failure to pursue it in its prior appeal. "jjW]here an argument could have been raised on an initial appeal, it is inappropriate to consider that argument on a second appeal following remand." Northwestern Indiana Tel. Co. v. FCC,
The USIA had ample opportunity to raise the exhaustion issue on its previous appeal when it challenged class certification. Its theory here depends simply on the absence оf individual exhaustion and on the vagueness of the administrative complaints of those who did exhaust. As the vast majority of the members of the class have not exhausted their administrative remedies (and in fact the intervenors are and have always been members of the class), the filing of petitions for intervention as named plaintiffs did nothing to enhance defendant's abifity to raise the issue of exhaustion by plaintiffs who in fact failed to exhaust their remedies personally. By arguing the exhaustion point at the appropriate (much earlier) juncture, the USIA could perhaps have undone certification at one stroke. Instead, the agency waited to raise this issue until this late date, almost two decades into litigation and after our second opinion in this case focusing almost exclusively on сlass certification. The omission is all the more striking because the issue had come up in the course of the litigation before with respect to one named plaintiff. See De Medina,
We note that plaintiffs did not raise this waiver problem. We have in some instances found such silence to be a waiver of a waiver, see, e.g., Belton v. WMATA.
II. Hartman's Individual Claims
We do find one aspect of defendant's arguments about lack of vicarious exhaustion to be not waived-and persuasive: that Hartman herself is out of the case because the district court had earlier found that she was not qualified for the job she sought. The only personnel action that Hartman claimed had injured her was rejection of her application for a job on Horizons Magazine, a USIA publication. In its 1979 opinion rejecting class certification, the district court noted that "{b]oth Ms. Dorothy Crook, then Senior Editor of Economic Impac4 another Agency publication, and Mr. Robert Koren-gold, then Editor of Horizons Magazine, testified that Ms. Hartman could not have been seriously considered for the position as she did not possess sufficient professional journalism experience." 21 Fair Empl. Prac. Cas. at 80. The court credited this testimony, writing: "The Court conclusively accepts the testimony of Ms. Crook and Mr. Koren-gold on this matter." Id. (emphasis added).
That conclusion lay fallow in the record until the most recent remand, when the trial
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court's apparent change of mind surfaced accidentally. The goveriiment pointed out the prior conclusive finding against Ms. Hartman in connection with the analysis of typicality (for certification purposes),
We do not understand in what sense the district court can mean that its prior "conclusive[ ]" finding was non-final. Although not the subject of a separate judgment under Rule 54 of the Federal Rules of Civil Procedure, it was a "conclusive" ruling that was embraced by the final judgment that was the subject of the first appeal, decided in 1982. (And our decision on the first appeal did not overturn that specific finding.) In an apparent effort to suggest an exception to the application of law of the case to the issue, the district court observed that plaintiffs cited the affidavit of a USIA Personnel Management Specialist saying that he thought Hartman was qualified for a GS-11 or -12 position in "editorial-type" work. Id. at 545-46 n. 16. (The Horizons Magazine job was the equivalent of GS-11 or -12.) But this was among the evidеnce the trial court considered in arriving at its earlier decision, and so does not fit under the exception for new evidence. In any event the personnel specialist was not addressing specific qualifications for the Horizons Magazine job. Although piaintiffs suggest no other reason why the finding against Hartman is not in fact "conclusive" under law of the case, in truth the defendant raised the issue only rather obliquely; we remand the case in light of the possibifity that there is some overlooked exception to law of the case that might permit revival of her individual claim.
III. The Propriety of Class Certification
Our most recent (1994) opinion dealt at length with the question of class certification in this case, analyzing in considerable detail the Supreme Court's exposition in General Tel. Co. v. Falcon,,
There remains the general question whether plaintiffs showed sufficient commonality and typiсality among the members of the plaintiff class. Under our prior instructions, the district court-as we noted above-identified four "practices" evidencing a common policy of discrimination that largely cut across job categories.
IV. The 1984 Finding of Liability
After the first remand from this court in 1982, neither party sought to introduce new evidence but agreed to submit on the existing record.
First, the USIA now argues for two-tailed statistical analysis, as opposed to the one-tailed analysis actually performed for trial by plaintiffs' expert. The differences between two-tailed and one-tailed analysis are described in Palmer v. Shultz,
For similar reasons, we reject defendant's claim that the district court should have considered yearly hiring statistics rather than the static "snapshot" statistics plaintiffs' expert provided (which might incorporate pre-Civil Rights Act discrimination). At trial, the defendant's expert presented hiring statistics in raw form only, with no effort to compute standard deviations or otherwise offer statistical analysis. In its reply brief the USIA essentially argues that the district court should have calculated the standard deviations itself, an argument plainly inconsistent `with the conventional requirement that each party present the evidence and arguments on its side of a case.
On the question of whether civil and foreign service hires should be separated for statistical purposes, the USIA, in contrast to its silеnce on the point as regards class certification, argues on the liability issue in favor of such separation. But this is not only not the position it presented at trial, but is the opposite of it. At trial defendant's expert insisted that the Foreign Information Specialist Category (which was mostly made up of foreign service officers) could not be separated from the other job categories (mostly made up of civil service members) that he aggregated and compared with the census category "Editors and Reporters."
Finally, the USIA challenges the district court's 1984 "cross-mapping" for the job category of foreign language broadcaster. "Cross-mapping" refers to the process by which the plaintiffs compared the male-female composition of the workforcе in various USIA categories with the male-female composition nationwide in various private-sector job categories defined by the U.S. Census Bureau. The district court found plaintiffs' expert's choice of the Editors and Reporters census category to be "well-reasoned,"
The USIA also claims that the district court should not have reaffirmed its liability finding given the new alleged discriminatory practices and evidence from intervenors. But the agency confuses the issues of certification and liabifity. The in-tervenors here, who were already members of the class, sought to become named plaintiffs and introduce evidence sоlely for purposes of certification; the evidence does not go to liability. The defendant having failed to show any properly preserved error in the analysis by which the district court reached its prior finding of liabifity, the new evidence is unnecessary to plaintiffs' success on that issue. Moreover, as the district court pointed out, the intervention would not adversely affect the anticipated remedial proceedings, as the interve-nors who were civil service applicants would simply participate in Teamsters hearings just as they would have as class members, and those who were foreign service applicants would simply join others already seeking the 39 slots the court had set aside.
V. The 39 Foreign Service Slots
Finally, the USIA оbjects that in the remedial phase of the case the district court set aside too many foreign service slots to be filled by class members because it included hiring shortfalls for 1985. (Although all 39 slots were to be filled as of December 1995, we do not believe the claim is moot, because, as the parties seem to agree, there is a reasonably high probability of continuing disputes over seniority, the effects of reductions in force, and similar issues.) The problem is that the district court had earlier ruled that "the Defendant's liability ceased as a matter of law" on November 16, 1984, see July 1992 order at 6 n.4, which seems to preclude reliance on inferred hiring shortfalls for 1985 as a basis for creation of remedial slots.
The district court arrived at the figure of 39 by relying on the model of one Dr. Siskin, called by plaintiffs, that was presented at a 1987 hearing on remedies. Id. at 10-12. Siskin calculated shortfalls in female hiring of foreign service officers for the years 1979-85, see Joint Appendix 497, which the district court characterized as data for 1978-84, July 1992 order at 12. This apparent error may have beefed up the slot calculation by about ten positions, as the USIA claims, but of course there is also the problem that Siskin's datа did not cover 1978 (the first year for which remedy was to be had, id. at 2). We accordingly remand the case to the district court to sort out this conundrum.
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We therefore affirm the district court in most respects, remanding only for consideration of why named plaintiff Hartman's individual claims should not be dismissed and for re-examination of the number of foreign service slots set aside.
So ordered.
Notes
. Ms. Hartman later changed her name to Brady, but in order to reduce confusion we wUl follow the parties in continuing to use the name Hartman.
. At a
Teamsters
hearing each plaintiff must show by a preponderance of the evidence that she applied for a job during the relevant time period and was rejected. The burden then shifts show that there was a legitimate reason for not hiring the applicant. If defendant meets that burden, the plaintiff can offer evidence indicating that the proffered reason is simply a pretext for discrimination. See
Hartman v. Wick,
. The Supreme Court has held that the require-merit that a Title VII plaintiff file a timely complaint with the EEOC before gaining access to the courts is not jurisdictional, meaning that it can be waived and-most importantly for purposes of rejecting waiver of waiver-that we need not raise the exhaustion issue on our own initiative. Zipes v. Trans World Airlines, 455 U.s. 385, 392-98,
