Machine Learning Engineer | Python | ML | Data Science | Databricks | VCS | CI/CD | TDD | York | £65,000
Overview: Join a cutting-edge data science team as a Machine Learning Engineer and play a pivotal role in developing and maintaining the infrastructure that powers our advanced data analytics. This role provides a unique opportunity to transition innovative models from research to production, collaborating closely with data scientists to influence key business decisions through data-driven insights.
Responsibilities:
- Deployment Framework: Design and manage the deployment framework for data science services, ensuring seamless data flow from our business data warehouse into the data science lifecycle.
- Lifecycle Automation: Lead the automation of the data science process, from dataset creation to model deployment, monitoring, and updates.
- Collaboration: Partner with data scientists, data engineers, and other technical teams to enhance our analytics capabilities.
- Coding Excellence: Develop and maintain high-quality Python code for model training and deployment, adhering to best practices.
Required Skills:
- Strong Python programming expertise.
- Solid understanding of software engineering principles.
- Proficient in Test-Driven Development (TDD) with tools like pytest.
- Experience with cloud-based deployments, particularly on Azure.
- Skilled in using Databricks.
- Familiarity with managed endpoints and orchestration tools like AKS.
- Competent with Version Control Systems (VCS) and CI/CD pipelines.
- Ability to identify and solve business problems using machine learning techniques.
- Proven track record in developing predictive and prescriptive models.
Desirable Skills:
- Advanced degrees in fields such as engineering, mathematics, physics, or statistics.
- Background in data science within finance, insurance, or eCommerce sectors.
- Experience with neural networks and tools like TensorFlow, CatBoost, XGBoost, SKlearn, and Pandas.
Benefits:
- Competitive salary.
- 25 days annual leave, plus additional company-specific days.
- 4-week paid sabbatical after every 5 years of service.
- Performance-based bonuses.
- Contributory pension scheme.
- Additional perks, including gym membership contributions and holiday gifts.
Machine Learning Engineer | Python | ML | Data Science | Databricks | VCS | CI/CD | TDD | York | £65,000