Position: MLOps
Company: Respeecher
Category: Data Science
Experience required: 3y
English level: upper
Published: 2023-08-01T00:00:00+03:00

Optimize and productionize new deep learning models.  Build tools to help the research team.

**Duties**

- Build machine learning tools and infrastructure for research and production in cooperation with researchers, full-stack developers, and - - DevOps professionals
- Optimize deep learning models in PyTorch
- Write beautiful and flexible Python code
- Possibly train models, keep track of performance, and tune hyperparameters


**We expect you to**

- Have a solid understanding of machine learning fundamentals and an interest in optimizing systems for training and inference (for both researcher/developer experience and speed)
- Understand performance issues in deep learning training and inference
- Have experience optimizing models in PyTorch or a similar deep learning library
- Write great Python code using best practices


**Would be a plus**

- Knowledge of CUDA / interest in developing custom CUDA kernels
- Experience with mulitprocessing and optimizing CPU-based pipelines
- Have some Deep Learning / Machine Learning pet projects


**Benefits**

- Take cutting edge research on deep generative models and make it work in production for customers in Hollywood and beyond
- Freedom to try out ideas of your own