Machine Learning Engineer
HFT Architecture builds short-horizon price prediction and the trading system around it. This role builds the pipeline from raw order-book records to a fitted, validated model: data preparation, featu…
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Tech stack & skills
- Python
Why this role is interesting
- Fully remote, from anywhere in the world
- Base salary of USD 180,000 to 240,000 a year
About the role
HFT Architecture builds short-horizon price prediction and the trading system around it. This role builds the pipeline from raw order-book records to a fitted, validated model: data preparation, features, training and out-of-sample measurement, reproducible run to run, with leakage controls built in.
What you'll do
- Build the pipeline from raw order-book records to a fitted, validated model
- Handle data preparation and features
- Execute training and out-of-sample measurement
- Ensure reproducible runs from run to run with leakage controls built in
Requirements
- Middle+ to senior experience level
- Built and run machine learning systems yourself
- Write Python with tests and versioned data
- Handle time series without leakage
- Work with tens of millions of rows a day on ordinary hardware