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Machine Learning Algorithm Developer

2 months ago

Bristol, Bristol, United Kingdom MBDA Full time

Job Title: Machine Learning Algorithm Developer

Location: Bristol or Stevenage* (we may be able to offer a relocation package for this role)

Dynamic (hybrid) working: This role is predominately site based due to workload classification

Intelligent Autonomous Systems (IAS) Engineers play a pivotal role in our product developments, including:

  • Feasibility studies, algorithm design and trade-off studies, preparing trials, trials analysis and reporting, defining architecture, validating algorithms and models
  • Technical assessments and investigations into a full range of issues and problems, and prepare and develop solutions either solely or as a member of a project team
  • Degree/PhD level qualification in a related area or a degree with mathematical content and programming skills
  • Relevant experience (Post-Doctoral or industrial) in robotics, data fusion, tracking/estimation, pattern discovery & recognition, statistical inference, optimisation and machine/deep learning algorithms along with real-time implementation, and/or validation & verification is a strong advantage
  • Experience in Matlab, Simulink and/or Stateflow, Python including PyTorch, TensorFlow, Open AI-Gym/Universe or Model Based Design would be desirable

We encourage our IAS Engineers to cultivate a broad and in-depth knowledge across a variety of fields and topics, including:

  • Routing and motion/trajectory planning, optimisation, co-ordinated guidance and control, decision theory, MDPs/POMDPs, specialist systems, game theory, decision support systems, multi-agent systems
  • Data fusion and state estimation/tracking algorithms, e.g. Kalman Filtering, multiple-model tracking methods, particle filters, grid-based estimation methods, Multi-Object-Multi-Sensor Fusion, data-association, random finite sets, Bayesian belief networks, Dempster-Shafer theory of evidence
  • Machine Learning for regression and pattern recognition/discovery problems, e.g. Gaussian processes, latent variable methods, support vector machines, probabilistic/statistical models, neural networks, Bayesian inference, random-forests, novelty detection, clustering
  • Computer Vision algorithms, e.g.

Benefits:

  • Company bonus: Up to £2,500 (based on company performance and will vary year to year)
  • Pension: maximum total (employer and employee) contribution of up to 14%
  • Overtime: opportunity for paid overtime
  • Enhanced parental leave: offers up to 26 weeks for maternity, adoption and shared parental leave

Facilities: Fantastic site facilities, including subsidised meals, free car parking and much more...

Training and Development: Excellent career progression, training and career development opportunities