Purpose of the job
Act as the production arm for the data science team where we serve 30M+ subscribers
Duties and responsibilities
- Assist in setting up and maintaining machine learning development environments.
- Support data scientists in packaging and deploying models.
- Automate data ingestion and preprocessing pipelines.
- Monitor model performance and system logs.
- Write CI/CD pipelines for ML and LLM workflows.
Skills
- Solid understanding of ML lifecycle and model deployment.
- Experience with Docker, Git, and bash scripting.
- Exposure to CI/CD tools (GitHub Actions, Jenkins, or GitLab CI).
- Experience with SQL
- Exposure to deep learning frameworks (TensorFlow, PyTorch)
- Exposure to Gen AI tools (Hugging Face, LLM APIs).
Job specification
Education
Bachelors degree in Computer Science, Engineering or Statistics.