AI Model Deployment Specialist

2 weeks ago

London, Greater London, United Kingdom DEPOP Full time

The Role

We are seeking an experienced AI Model Deployment Specialist to join our team at Depop. This is a unique opportunity to leverage your skills in machine learning and software engineering to help us deliver value through self-serve platforms and services.

Responsibilities
  • Design, implement, and maintain tooling and platforms for productionising model training workflows, ML feature engineering and deployment, deploying, monitoring, and managing ML models in production, model performance monitoring and drift detection, model retraining, rollback, and continuous improvement.
  • Collaborate closely with ML Scientists and Backend Engineers to maximise the value they get from the MLOps team's tooling and platform offerings.

Requirements
  • Proven track record of successful end-to-end delivery of projects, from scoping and translating business/user requirements into plans, to design, implementation, and maintenance, whilst coordinating with other teams.
  • Strong programming skills in Python, with experience in ML libraries such as TensorFlow, PyTorch, and Scikit-learn.
  • Experience working with ML training/inference platforms such as Databricks, SageMaker, and Seldon.
  • Experience building CI/CD processes with tools such as Jenkins or GitHub Actions.

Benefits
  • Pension matching up to 6% of qualifying earnings.
  • Life Insurance (financial compensation of 3x your salary).
  • Fully paid 4 week sabbatical after completion of 5 years of consecutive service with Depop.

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