Final-round preparation
Review prior interviews, questions, hints, and weak topics. Learn about the specific team and prepare project discussions at several levels of depth. Continue to reason collaboratively rather than switching to a performance persona.
Diligencing the role
Ask how research is reviewed, how ideas reach production, who owns live risk, how traders and engineers collaborate, what data and compute are available, and how failed work is handled. Learn whether the role is central, team-specific, or rotational.
Compensation structure
Understand base salary, target or discretionary bonus, sign-on, guaranteed components, deferred compensation, vesting, clawbacks, and P&L-linked economics. A headline number can be misleading without timing and conditions.
Legal and restrictive terms
Review confidentiality, intellectual property, noncompetition, nonsolicitation, garden leave, repayment, relocation, and dispute terms. Enforceability differs by jurisdiction. Obtain qualified legal advice for material restrictions.
Team and manager
The direct manager, feedback process, team stability, and work ownership can matter more than brand. Ask what successful people in the role do after one, three, and five years.
Technology and research environment
Evaluate the codebase, tooling, data access, deployment process, compute, review standards, and balance between research freedom and production responsibility. A strong research culture should also have a way to reject weak results.
Location and authorization
Confirm office expectation, remote or hybrid policy, start date, relocation, and work authorization. These can differ by team and change over time.
Comparing offers
Use a written comparison of role clarity, manager, learning, decision ownership, team stability, technical environment, compensation, restrictions, location, and downside. The highest first-year number isn't always the best expected career outcome.
Negotiation and communication
Ask for clarification in writing, meet deadlines, and negotiate based on real priorities and evidence. Don't fabricate competing offers. Preserve professional relationships regardless of the decision.