Job Title: Machine Learning Algorithm Developer Circa £55,000 depending on experience Location: Bristol or Stevenage* (we may be able to offer a relocation package for this role) Dynamic (hybrid) working: Intelligent Autonomous Systems (IAS) Engineers are involved in the lifecycle of projects, playing 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 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. 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
Deep reinforcement learning, Monte-Carlo tree search, deep regression/classification, deep embeddings, recurrent Networks, natural language processing
Computer Vision algorithms e.g. To be considered for the Stevenage office, applicants are required to possess a significant level of relevant experience. 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 We are committed to growing and supporting diversity in our workforce and ensuring everyone has an equal opportunity to reach their potential. MBDA is proud of our employee-led networks, examples include: Gender Equality, Pride, Menopause Matters, Parents and Carers, Armed Forces, Ethnic Diversity, Neurodiversity and more… We also welcome applicants who are looking for flexible working arrangements. Follow us on LinkedIn (MBDA), Twitter (@MBDAcareers), Instagram (lifeatMBDA_UK) and Glassdoor or visit our MBDA Careers website for more information. #Language requirements: Senior (5+ years of experience) Tagged as: Clustering , Industry , Natural Language Processing , NLP , Pattern Recognition , United Kingdom #
