October 17, 2026
Dear [Hiring manager's name],
I monitor value-at-risk and concentration limits across a $3 billion multi-strategy portfolio at Ironwood Capital Advisors, flagging limit breaches to the risk committee well before they reach a trading desk's attention. I'm applying for the Financial Risk Analyst role at [Firm name] because I want that same real-time risk visibility over a more diverse set of strategies.
I rebuilt our stress-testing framework to run 12 macro scenarios overnight instead of 4 run manually each week, and that expanded coverage caught a concentration breach in a single sector position that our old weekly process would have missed for up to five trading days. I also cut our daily VaR report's production time from about three hours down to 40 minutes.
I model in Python and our risk platform, RiskMetrics, present findings directly to the risk committee, and I hold the FRM certification. I write risk memos that non-risk stakeholders can actually act on, not just a table of numbers with no recommendation attached, and I follow up until a decision gets made.
I would welcome a conversation about the portfolio and risk framework at [Firm name]. I'm glad to walk through my stress-testing model at an interview. Thank you for your time.
Sincerely,
Reese Clark, FRM