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Machine Learning Engineer

1 month ago

Richmond, United Kingdom Candour Solutions Full time

Machine Learning Engineer

Reporting to: Lead Data Scientist

Location: York - Hybrid – 2 days a week in York office

Salary: £75,000


Introduction


We are looking for an experienced machine learning engineer to join a newly formed data science team. You will have the opportunity to shape the data science delivery pipeline by building the infrastructure to acquire data from the data platform, deploy models, maintain, monitor and upgrade core data science services in both Azure’s native platform and in databricks. You will be working closely with data scientists in a skills crossover methodology, and will contribute to the data science workflow, discussions and development, but still maintain a key function in the graduation of models from research into production.


The role of the Machine Learning Engineer


This is an ideal role for an individual who is passionate about the use of data science to influence decisions and is keen to learn more about delivering value through the use of data.


Key Responsibilities

  • Ownership of the deployment framework for all data science services. You will have oversight of how data will flow into the data science life cycle from the wider business data warehouse
  • Oversight of the automation of the data science life cycle (dataset build, training, evaluation, deployment, monitoring) when we move to production
  • Good understanding of core data science principles and understanding of challenges of migrating research code into production code
  • Interest and ability to work closely with a team and collaborate on all aspects of the data science and deployment lifecycle.
  • Work collaboratively with data scientists, data engineers and other technical people including pricing teams in order to help support maturation of analytics practice within the organization.
  • Writing high quality python code using industry best practice for model training and deployment


Required skills:

  • Strong python programming skills
  • Good knowledge of software engineering best practice
  • Experience with TDD (pytest or equivalent)
  • Experience with cloud native deployments (currently in Azure)
  • Experience with Databricks
  • Experience with managed endpoints, AKS or equivalent
  • Experience with VCS
  • Experience with CI/CD
  • Understanding / identifying opportunity to apply machine learning knowledge to solve business problems
  • Experience in developing predictive and prescriptive analysis (predictive modelling, machine learning or data mining) used to draw key business insights and clearly articulate findings for target audience


Desirable Skills

  • Graduate or Postgraduate qualification or equivalent experience in a relevant discipline e.g. engineering, mathematics, physics, statistics
  • Experience of data science in finance, insurance or Ecommerce is an advantage but not required.
  • Experience with neural networks and Tensor Flow, CatBoost, XGBoost, SKlearn, Pandas


Our technology


We are currently developing a new data platform in databricks that encompasses all our UK business unit’s data. This data will be managed and made available to the data science team to consume. The ML Engineer will be able to leverage this and extend it to realise full end to end data science services.


Rewards


On top of a competitive salary, they offer market leading benefits, including

  • 25 days annual leave plus two Company days
  • 4 week paid sabbatical after every 5 years of service
  • Company and personal performance related bonus.
  • Contributory pension.


Other benefits include:

  • Money towards gym membership.
  • Christmas gift.
  • 4 x life insurance.

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