ML Compression Engineer

Reposted 2 Months Ago
San Francisco, CA, USA
In-Office
180K-240K Annually
Mid level
Artificial Intelligence • Big Data • Information Technology • Software
The Role
The role involves building and optimizing compression technology, designing neural models, and enhancing training systems for efficient and effective codec production.
Summary Generated by Built In
Role

You will build the compression technology at the core of The Compression Company. You'll design and train neural compression models, improve compression ratio while preserving quality and downstream utility, and make our training system fast and repeatable so we can produce SOTA codecs for new datasets with minimal manual effort. Your work will directly drive product performance and the pace at which we can ship into new customer environments.

You might be a fit if...
  • You've trained and shipped ML models end-to-end

  • You care about reliability, performance, and clean experimentation

  • You're strong in PyTorch and comfortable owning training + evaluation

  • You enjoy turning research work into usable systems

Sample projects include:
  • Improving rate/quality performance for real customer datasets

  • Building automated training runs that explore model + training settings and select strong candidates

  • Extending our evaluation suite to reflect real user needs, not just offline metrics

  • Improving reproducibility and speed across the training + benchmarking loop

Comp & Benefits

Salary: $180k–$240k Equity: Founding equity with meaningful ownership Full relocation & visa support

About

The Compression Company is building the next generation of compression: systems that radically reduce the cost of moving and storing high-value, high-volume data without destroying the information people rely on. We create codecs tailored to specific datasets and deployment environments, and ship them as production-ready encoder/decoder artifacts that run on real hardware - from edge devices to cloud GPUs. We're a small, highly technical team with high ownership and a strong bias toward shipping real systems. We care about measurable performance, strong engineering discipline, and building a platform that compounds with every deployment.

Skills Required

  • Experience training and shipping ML models end-to-end
  • Strong skills in PyTorch
  • Clean experimentation and reliable performance
Am I A Good Fit?
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The Company
3 Employees
Year Founded: 2025

What We Do

The Compression Company develops AI-driven data compression platforms designed to optimize the storage and transmission of earth observation and satellite data, enabling operators to send more data faster and cheaper.

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