Machine Learning Algorithm Specialist

4 days ago


Bristol, Bristol, United Kingdom MBDA Full time

Job Title: Machine Learning Algorithm Developer

Location: Bristol or Stevenage, UK

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

Security Clearance: British Citizen or a Dual UK national with British citizenship

The role involves technical development of specific algorithms or studies for key programmes within MBDA, including feasibility studies, algorithm design and trade-off studies, preparing trials, trials analysis and reporting, defining architecture, validating algorithms and models, and technical assessments and investigations into a full range of issues and problems.

Key Responsibilities:

  • Engaging with algorithm users, understanding and responding to their needs and ensuring that the algorithms are fit for purpose.
  • Designing, developing, and validating machine learning algorithms for regression and pattern recognition/discovery problems, including Gaussian processes, latent variable methods, support vector machines, probabilistic/statistical models, and neural networks.
  • Developing and implementing deep learning techniques, including deep reinforcement learning, Monte-Carlo tree search, and deep embeddings.
  • Designing and developing computer vision algorithms, including structure from motion, image-based navigation, SLAM, and pose estimation/recovery.

Requirements:

  • Degree/PhD level qualification in a related area or a degree with mathematical content and programming skills.
  • Relevant experience in robotics, data fusion, tracking/estimation, pattern discovery & recognition, statistical inference, optimisation, and machine/deep learning algorithms.
  • Experience in Matlab, Simulink, Python, PyTorch, TensorFlow, Open AI-Gym/Universe, or Model Based Design is desirable.

Estimated Salary Range: £50,000 - £60,000 per annum depending on experience

Benefits:

  • Company bonus: Up to £2,500 (based on company performance)
  • Pension: maximum total (employer and employee) contribution of up to 14%
  • Overtime: opportunity for paid overtime
  • Flexi Leave: Up to 15 additional days
  • 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

About MBDA:

We value our collaborative ways of working and are committed to growing and supporting diversity in our workforce. We respect new perspectives and experiences and are proud of our employee-led networks.



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