Senior Machine Learning Scientist

4 weeks ago

Manchester, United Kingdom Markerstudy Group Full time

Job Title: Senior Machine Learning Scientist

Location: Flexible

Role Overview

Markerstudy Group is looking for a Senior Machine Learning Scientist to support the delivery and deployment of Insurance Claims and Operations use cases. The successful candidate will be part of an established machine learning function, working in collaboration with Operations Insight to create fully automated machine learning pipelines.

Responsibilities:

  • Adhere to best practice in machine learning, ensuring policies and procedures are followed
  • Create high-quality code using test-driven development (TDD) techniques and adhering to the SOLID coding standard
  • Deploy and maintain machine learning methods in a DevOps/MLOps environment
  • Tune machine learning methods for optimal performance
  • Deploy and maintain machine learning methods in our machine learning pipelines using robust test-driven development (TDD) coding approaches, adhering to SOLID software development principles
  • Contribute to creating a culture of coding and data excellence
  • Mentor and coach a team of junior machine learning specialists and insight analysts

Key Skills and Experience:

  • Experience in tuning and deploying machine learning methods
  • Experience with predictive modelling techniques such as Logistic Regression, GBMs, Elastic Net GLMs, GAMs, Decision Trees, Random Forests, Neural Nets, Clustering, Isolation Forest, SVMs, NLP
  • Experience in DevOps and Azure ML, or other MLOps technology stacks
  • Experience in creating production-grade coding and SOLID programming principles, including TDD approaches
  • Experience in programming languages such as Python, PySpark, R, SAS, SQL
  • Experience in source-control software, e.g., GitHub
  • Ability to demonstrate consideration of bias and ethics in model build and deployment
  • Ability to track model performance and provide a clear view on explainability

Behaviours:

  • High level of professional/academic excellence, educated to at least a master's level in a STEM-based or DS/ML/AI/mathematical discipline
  • Collaborative and team player
  • Logical thinker with a professional and positive attitude
  • Passion to innovate and improve processes

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