University of Wisconsin-Madison - Student jobs
Applied AI & Forecasting Engineer
What's your preference?
Job Description
- Req#: 28446
-
Build and maintain data ingestion pipelines and structured datasets.
-
Develop evaluation and scoring workflows (accuracy, calibration, confidence thresholds).
-
Create LLM-enabled “agents” that can run multi-step tasks reliably (tools, retrieval, structured outputs, guardrails).
-
Design clean interfaces, scripts, and modular components so the system is maintainable and extensible.
-
Implement basic operational controls (logging, retries, rate limiting, reproducibility) and keep things production-minded.
-
Ship iterative improvements weekly with clear testable outputs.
-
Strong Python fundamentals (APIs, data wrangling, scripting, debugging).
-
Comfort with applied statistics / probability (expected value, distributions, calibration intuition).
-
Experience using modern AI tooling (OpenAI/Anthropic or similar; prompt/eval iteration; tool-using agents).
-
Solid engineering workflow: Git, PRs, readable code, basic testing.
-
CS + Finance/Stats background (or demonstrated practical depth).
-
Forecasting/prediction markets exposure (Metaculus, Kalshi, Polymarket, etc.).
-
Familiarity with Cursor / Claude Code / AI-assisted dev workflows.
-
Postgres, Docker, lightweight backend services, async job patterns.
-
You’ll operate with a high degree of autonomy and ownership.
-
You’ll define and deliver clear milestones with lightweight guidance and frequent check-ins.
-
You’ll make pragmatic technical choices and document decisions.
-
You’ll help shape the engineering culture early (standards, repo hygiene, CI/testing, etc.).
Anticipated Hours Per Week
8 Schedule:
Flexible
Salary/Wage Range:
Hourly $25.00 to $50.00 Number Of Positions
2 Position Summary/Job Duties:
We’re hiring a UW–Madison undergrad or graduate student to help build a small, research-driven software platform at the intersection of forecasting, applied AI, and automation. This is an engineering-first role where you’ll have meaningful ownership early.
For a period of time, you may be the primary engineer (potentially with one additional engineer joining), with an experienced operator acting as an advisor and thought partner.
What you’ll do:
Qualifications:
Must have:
Nice to have:
Working style / expectations
Time commitment
10–20 hrs/week during the semester; option to ramp during breaks/summer.
Remote or hybrid (Madison preferred).
Application Instructions:
Email CV to hello@brasoventures.com
Contact:
Org: Braso Ventures, LLC
Web: http://www.brasoventures.com
Email: hello@brasoventures.com
-
About the company
The University of Wisconsin is a top-ranked research institution located in Madison, Wisconsin, providing exceptional education opportunities to undergraduates, graduate and professional students.
Notice
Talentify is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or protected veteran status.
Talentify provides reasonable accommodations to qualified applicants with disabilities, including disabled veterans. Request assistance at accessibility@talentify.io or 407-000-0000.
Federal law requires every new hire to complete Form I-9 and present proof of identity and U.S. work eligibility.
An Automated Employment Decision Tool (AEDT) will score your job-related skills and responses. Bias-audit & data-use details: www.talentify.io/bias-audit-report. NYC applicants may request an alternative process or accommodation at aedt@talentify.io or 407-000-0000.