Machine Learning Scientist - Bayesian ML Specialist

Motorway is the UK's fastest-growing used car marketplace, connecting private car sellers with verified dealers nationwide through an online-only platform.
Machine Learning
Senior Software Engineer
Hybrid
101 - 500 Employees
AI · Automotive · Finance

Description For Machine Learning Scientist - Bayesian ML Specialist

Motorway, the UK's fastest-growing used car marketplace, is seeking a Machine Learning Scientist specializing in Bayesian ML. This role is crucial for advancing our vehicle pricing strategies using advanced probabilistic models and Bayesian statistics. The ideal candidate will have a strong background in Bayesian statistics and calibrated probabilistic machine learning methods, with experience in applying these at scale.

Key responsibilities include:

  • Developing and enhancing pricing models using Bayesian statistics
  • Implementing cutting-edge techniques in Bayesian methods and machine learning
  • Analyzing market dynamics to understand price influences on seller and buyer behavior
  • Scaling machine learning solutions for real-time responsiveness in a dynamic market
  • Collaborating cross-functionally with data engineers, scientists, product managers, and business stakeholders

The role requires:

  • Ph.D. or Masters in Statistics, Machine Learning, or related field with emphasis on Bayesian methods
  • Extensive experience with Bayesian optimization and probabilistic modeling
  • Strong programming skills in Python and familiarity with ML libraries
  • Experience in applying complex models at scale
  • Excellent problem-solving abilities and a data-driven mindset

Motorway offers a range of benefits including stock options, annual learning budget, health insurance, and a hybrid working model. The company is committed to equality of opportunity and welcomes applications from all individuals regardless of background.

Join Motorway to be at the forefront of applying advanced statistical methods in the dynamic used car marketplace, working with a team of over 450 people across London and Brighton offices.

Last updated 2 months ago

Responsibilities For Machine Learning Scientist - Bayesian ML Specialist

  • Develop and enhance pricing models using Bayesian statistics
  • Implement cutting-edge techniques in Bayesian methods and machine learning
  • Analyze market dynamics to understand price influences on seller and buyer behavior
  • Scale machine learning solutions for real-time responsiveness
  • Collaborate cross-functionally with data engineers, scientists, product managers, and business stakeholders

Requirements For Machine Learning Scientist - Bayesian ML Specialist

Python
  • Ph.D. or Masters in Statistics, Machine Learning, or related field with emphasis on Bayesian methods
  • Extensive experience with Bayesian optimization and calibrated probabilistic modeling
  • Experience validating and fine-tuning results with AB testing and/or causal inference
  • Strong programming skills in Python and experience with machine learning libraries
  • Proven ability to apply complex models at scale
  • Experience in marketplaces, auction theory, or pricing optimization (highly desirable)
  • Excellent problem-solving abilities and a data-driven, result-first mindset
  • Ability to explain complex models and findings to non-technical stakeholders

Benefits For Machine Learning Scientist - Bayesian ML Specialist

Medical Insurance
Dental Insurance
Vision Insurance
401k
Equity
  • Stock options
  • Annual learning budget
  • BUPA health insurance
  • Discounted dental through BUPA
  • Discounted gym membership through BUPA
  • On-Hand volunteering membership + 1 volunteering day per year
  • Hybrid working from home
  • Pension scheme
  • Motorway car leasing scheme
  • Cycle to work scheme
  • Enhanced maternity/paternity leave
  • Regular social events

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