Machine Learning Data Analyst
3 Months
Remote with occasional travel to London
£Negotoable day rate (Inside IR35)
Key responsibilities
As a support member of the Data Science team, you will use ML engineering skills and data science techniques to optimize customer journeys and drive decision-making across OTT services to maximize customer experience by running processes efficiently.
ML Ops projects
Currently the team has developed MLOps framework core functionalities, infrastructure, and components using Vertex AI.
The job will consist of supporting:
- The migration of existing pipelines to the new framework.
- Building new and updating existing components according to requirements.
- Developing a testing framework.
- Kicking off work to create a centralized model feature repository functionality.
Skills
Ideally, experience in as many of the following areas as possible
- Cloud Computing: Proficiency with GCP, specifically Vertex AI.
- Pipeline Development: Experience in designing and maintaining data and ML pipelines. Familiarity with tools like Apache Airflow or Kubeflow.
- Infrastructure Management: Understanding of IaC tools like Terraform or CloudFormation. Experience with containerization technologies like Docker and orchestration tools like Kubernetes.
- CI/CD: Proficiency in setting up and managing CI/CD pipelines for ML projects. Knowledge of tools like Jenkins, GitLab CI, or CircleCI.
- Version Control: Strong skills in using Git for version control and collaborative development.
- Testing and Monitoring: Ability to develop comprehensive testing frameworks for ML models and data pipelines. Experience in monitoring models in production for performance and drift.
- Machine Learning: Proficiency in machine learning algorithms and techniques. Experience with libraries like TensorFlow, PyTorch, Scikit-Learn. Experience with SQL and BigQuery. Experience in deploying models into production environments.
- Programming: Proficiency in programming languages like Python.
Disclaimer:
This vacancy is being advertised by either Advanced Resource Managers Limited, Advanced Resource Managers IT Limited or Advanced Resource Managers Engineering Limited ("ARM"). ARM is a specialist talent acquisition and management consultancy. We provide technical contingency recruitment and a portfolio of more complex resource solutions. Our specialist recruitment divisions cover the entire technical arena, including some of the most economically and strategically important industries in the UK and the world today. We will never send your CV without your permission. Where the role is marked as Outside IR35 in the advertisement this is subject to receipt of a final Status Determination Statement from the end Client and may be subject to change