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Machine Learning Engineer

4 months ago


York, United Kingdom Method Resourcing Full time

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