Quantitative Sports Modeler

Who we are

Level Liquidity is a systematic trading firm in sports and prediction markets. We care about high standards, real results, and doing things with integrity.

We want people who are driven to be the best at what they do, who own their work end to end, and who would rather hear the truth than be told they did well. Great work here earns more trust and bigger problems to own.

The job

Build a player-level NBA game simulation model.

What done looks like: a working simulation producing calibrated player and team outcome distributions, validated against real games, and shipped as clean, tested Python our engineers put into production.

After that: strong work leads to more: new sports, new markets, and harder problems.

You build the models. We handle trading, risk, and operations.

This is for you if

• Youve built a sports model or simulation youre proud of, and you can show it.

• You care more about whether a probability is right than whether the code is clever.

• Youd rather be judged on results than effort.

• You flag problems early instead of hoping nobody notices.

• You can explain complicated ideas simply, to people who arent experts in your field.

• You want a small firm where good work turns into more responsibility and upside.

This is not for you if

• You need detailed instructions for every step.

• You want a slow, predictable pace.

• You think \"it runs\" means \"its done.\"

• You take criticism of your work personally.

• Youd rather explain away a mistake than own it.

What you need

• Strong probability and statistics: distributions, Monte Carlo methods, calibration.

• Strong Python.

• The ability to find and clean your own sports data.

• Experience modeling basketball or other player-level sports is a big plus. Trading experience isnt required.

What you get

• Pay: $60–75/hr, with the top of the range for proven sports modeling experience

• Long term: a path to profit participation for strong performers

• Length: ongoing for the right person

• Type: contract (1099), remote, US only (excluding California)

• Start: now

How to apply

Skip the cover letter. Email with \"Sports Modeler\" in the subject line, and include:

1. A link to the best model or simulation youve built (repo, write-up, or notebook).

2. One time a model of yours was wrong, and how you found out.

3. When you can start and compensation expectations.

We only review applications sent by email. Shortlisted candidates walk us through their work on a call. We move fast.

Applicants must be based in the US (excluding California) and authorized to work in the US without sponsorship. We are unable to sponsor visas.