The Source: Rule Breakers, Lawmakers & Influencers | Episode 16 — What a Legal Recruiter Knows About Career Moves That Most People Don’t Ask

A conversation with Andrew Becker, founder and CEO of Career Alignment Group

Andrew Becker started his career helping scale a startup from one room to a $40 million acquisition. He spent five years placing top attorneys at major New York law firms — the kind that handle Facebook acquiring WhatsApp and litigation for Goldman Sachs. He then founded Career Alignment Group, a recruiting firm built on a premise that runs counter to most of the industry: that the right hire happens when both the company and the candidate are intentional about who they are becoming, not just what they need right now.

The conversation on The Source covered four questions every candidate should answer before making a move, the pendulum swing happening in legal right now on remote work, and what AI is actually doing to the legal profession — hallucinations and all.

The Four Questions Almost Nobody Answers Before Changing Jobs

Andrew’s framework for working with candidates starts with questions that sound simple and turn out to be surprisingly difficult for most professionals to answer with precision.

The first is who do you want to become in this next phase of your career? Not what role do you want, not what firm do you want to work for — but who are you becoming? For an attorney, this might mean taking ownership of a client relationship for the first time, or getting the courtroom reps that a current role has been withholding. For an engineer or a salesperson, it might mean moving from execution to strategy. The question asks for a direction, not a destination.

The second is what kind of people do you want around you? What does the team need to look like for you to thrive? Andrew observes that most candidates can describe what they don’t like about their current team more easily than they can describe what they’re looking for. The specificity matters. “Better culture” is not an answer. “A team that gives me direct feedback and doesn’t relegate me to the same type of work regardless of how I perform” is an answer.

The third is what kind of impact do you want to have? Andrew frames this as a legacy question — not something to be answered at the end of a career, but something being actively constructed at every stage. The impact question cuts through the surface-level motivations — salary, title, commute — to what the person actually cares about doing with their professional life.

The fourth is what does your day-to-day world actually need to look like? This includes the work environment, but extends to home life, pace, autonomy, and the texture of daily experience. An attorney who says they want work-life balance while interviewing at a firm known for 2 a.m. closes has not answered this question honestly.

Andrew’s observation about candidates who skip this work: they recreate the same situation at the next firm. The common denominator in every job they leave is them. The questions are not a courtesy — they are the mechanism that breaks the pattern.

What Law Firms Actually Look For — and When Education Stops Mattering

The legal recruiting market is not uniform. Its needs shift with the economy, with practice area demand, and with the stage of the firm or company doing the hiring.

For early-career attorneys — first year through approximately year two — the law school credential carries significant weight. When a New York white-shoe firm presents its team to a client on a major deal, the educational pedigree of the junior associates is part of the value proposition. Harvard, Yale, Stanford — these names are on the pitch deck, and the firm knows it.

As an attorney builds a specialty — typically from year three onward — the credential becomes less determinative. What a seven-year M&A associate can deliver in due diligence on a complex cross-border transaction is not primarily a function of where they went to law school. It is a function of the transactions they have worked, the responsibility they have been given, and the judgment they have developed. The credential opens the door at the beginning. The track record takes over after that.

The same dynamic, Andrew notes, is playing out in legal technology startups. These companies — venture-backed, often Bay Area or New York-originated — need to present credibility to their clients, who are themselves choosing them as an alternative to major law firms. Having attorneys from top schools on the team is part of that credibility signal. But in this segment, the AI platforms and legal tech companies that are getting traction also value experience at recognizable AI companies — Anthropic, Perplexity, and the newer names that are building reputations in the space. The definition of prestigious credential is shifting.

The Remote Work Collision Happening in Legal Right Now

Pre-COVID, the culture at most major law firms was straightforward: you were in the office, you were working, and the hours were whatever the matter required. The idea of a remote work policy was largely theoretical.

COVID forced a different reality. Firms that had never had formal remote work arrangements suddenly needed them. Associates discovered they could produce quality work from home. The firms — under competitive pressure for talent — honored the new flexibility rather than mandating an immediate return.

Two to three years out, the pendulum is swinging back. Firms are moving to four-day-in-office policies. The rationale is partly cultural: the relationship between a junior associate and the partners who develop them, the informal learning that happens in a shared space, the client entertainment and team cohesion that builds practice groups over time. These things do not happen on Zoom.

The friction point is generational. A cohort of attorneys who graduated during COVID and spent their early career working remotely have built their professional identity and their personal logistics around that flexibility. For them, a four-day-in-office mandate is not a return to normal — it is a new imposition. Andrew observes that this is actively driving lateral movement: attorneys looking for firms that will accommodate the flexibility they experienced as standard.

His observation about the underlying risk for firms: remote teams have lower relationship density. Associates who never share physical space with their colleagues, who never go to a happy hour, who experience the firm as a set of video calls rather than a place — they are more likely to leave. The connection that creates retention is not built over Slack.

AI in Legal: What It Can Do, What It Gets Wrong, and Who Is Moving Fastest

The question of AI displacing attorneys — the idea that a client can type a question into ChatGPT and skip the legal bill — is, in Andrew’s framing, a misunderstanding of both what attorneys actually do and what AI actually is.

AI is already embedded in legal workflows. Harvey, a legal AI platform focused specifically on the profession, has reached a valuation of several billion dollars by partnering with law firms rather than competing with them. Rather than positioning itself as a replacement for attorney judgment, it positioned itself as a tool that enhances attorney productivity — specifically in research-heavy work like case precedent analysis, document review, and contract drafting.

The adoption curve, Andrew observes, is firm-dependent. A New York white-shoe firm that has operated the same way for 100 years approaches new technology with skepticism and moves slowly. A firm with Silicon Valley origins that built its culture on iteration and tool adoption integrates AI quickly and builds internal tools of its own. The firms in the second category are pulling ahead on efficiency and, increasingly, on the ability to handle matters at a price point that legacy firms cannot match.

The risk that attorneys cite most frequently is hallucination: the phenomenon where an AI model produces a citation to a case that does not exist, or misrepresents the holding of a real case, with the same confidence it brings to accurate outputs. For an attorney, this is not an abstract technical problem. It is a liability problem. Presenting fabricated case law in a brief is a serious professional failure. Attorneys who use AI tools verify outputs compulsively — which is appropriate — but also means the efficiency gains of AI are partially offset by the verification overhead it creates.

Andrew’s read on where this goes: the attorneys who learn to use AI well — who understand its strengths and its failure modes, who can verify outputs efficiently, and who are not reflexively resistant to the technology — will have a significant productivity advantage over those who don’t. The skill of using AI effectively is becoming part of what legal talent means.

Work Ethic as a Signal — How Firms See It Before the Work Starts

One of the consistent themes across Andrew’s experience placing attorneys, engineers, and startup hires is that work ethic signals before it can be directly observed.

In the interview process, the signal is response time. A hiring manager who sends a Zoom link and receives no response for six hours is already forming a hypothesis. Whether that hypothesis is fair or not, it is forming. The firms that pay first-year associates $180,000 and expect them to be available at 11 p.m. on a deal close need to have confidence in the baseline before the hire is made. That confidence is built or eroded by every interaction in the process.

Andrew also describes the earning curve at major firms as one of the clearest examples of deferred compensation in professional services. First-year compensation is generous by most standards and undersized by the hourly rate implied by the actual hours worked. Years two through five are where the leverage shifts — the work accumulates, the responsibility grows, the compensation compounds. Attorneys who stay through that arc build both the skills and the compensation profile that make them competitive. Those who leave before year three typically experience the downside without the upside.

His framing: the dues-paying is not hazing. It is the mechanism by which the skills that command premium compensation are built. The firms know this. The associates who understand it tend to make different decisions than those who don’t.

Andrew Becker is the founder and CEO of Career Alignment Group. He works with venture-backed startups and major law firms on key hires, and with high-level attorneys navigating career transitions. He can be reached on LinkedIn and at andrew@careeralignmentgroup.com.

This article is originally published on LinkedIn https://www.linkedin.com/pulse/source-rule-breakers-lawmakers-influencers-episode-16-grp2e and aired as Episode 16 on February 27, 2026 of The Source: Rule Breakers, Lawmakers, and Influencers. New episodes drop weekly.