MLOps Engineer

Purpose of the job

Act as the production arm for the data science team where we serve 30M+ subscribers

Duties and responsibilities

1. Assist in setting up and maintaining machine learning development environments.
2. Support data scientists in packaging and deploying models.
3. Automate data ingestion and preprocessing pipelines.
4. Monitor model performance and system logs.
5. 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 specific...