Machine Learning Algorithm Developer

Employer
MBDA
Location
Stevenage
Salary
Competitive
Closing date
23 Aug 2022

Job Details

Stevenage

MBDA Missile Systems - Together. For the future of defence.

You'll join a team of intelligent systems, autonomous systems and command and control (C2) engineers. The team develops and evaluates algorithms spanning a range of domains from on-board, autonomous decision making, to off-board C2 algorithms.

Our algorithms are central to the design of sophisticated guided weapon systems products. These algorithms are developed throughout the lifecycle of the product and include research studies to investigate algorithms for future developments.

Intelligent Autonomous Systems (IAS) Engineers are involved in the lifecycle of projects, playing a pivotal role in our product developments including:
  • Technical development of specific algorithms or studies for key programmes within MBDA.
  • 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.
  • Engaging with the algorithm users, understanding and responding to their needs and ensure that the algorithms are fit for purpose.

What we're looking for
  • Degree or PhD level qualification in related area or a degree with strong, mathematical content and programming skills; and a keen interest in cutting-edge technologies.
  • 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. However, specific knowledge or experience in any of these areas is of benefit:
  • Robotics, guidance and autonomous decision making, e.g. 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 Learning e.g. Deep reinforcement learning, Monte-Carlo tree search, deep regression/classification, deep embeddings, recurrent Networks, natural language processing
  • Computer Vision algorithms e.g. Structure from motion, image Based navigation, SLAM, pose estimation/recovery

What's in it for you?

Gain a range of exposure to other related subject areas e.g. Simulation and Modelling, Software, Hardware-in-the Loop, Systems Design & Validation, Seekers & Sensors, Datalinks and Technical Quality.

We are exposed to cutting-edge technological innovations and play a meaningful role through the development of our complex weapon systems.

There are real opportunities to develop your career both within the team and the wider company.

Our benefits

*Flexible working *opportunities for career progression *paid overtime (subject to level) *great bonus scheme *comprehensive pension scheme *annual salary review *fantastic working environment and site facilities *social, charitable and sporting activities.

Join a great team!

This is a stimulating environment, and there are exciting opportunities along with exposure to high-profile, fast-paced projects. We are an innovative bunch of individuals with track record in achieving project breakthroughs on time and on budget.

Please note that we are currently recruiting for a number of Projects including FCAS/Tempest.

What to expect:

We offer opportunities for career progression, paid overtime (subject to level), bonus scheme, comprehensive pension package, annual salary review, collaborative working environment and excellent on-site facilities.

We recognise that everyone is unique, and we encourage you to speak to us should you require any advice, support or adjustments throughout our recruitment process. 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.

Please Note: MBDA UK requires all employees to achieve appropriate clearances.

Company

MBDA, a world leader in missiles and missile systems, is a multi-national group with 10,000 employees working across France, the United Kingdom, Italy, Germany, Spain and the United States. It has three major aeronautical and defence shareholders - Airbus Group (37.5%), BAE Systems (37.5%) and Finmeccanica (25%) - and is the first truly integrated European defence company. In 2013, the Group recorded a turnover of 2.8 billion euros, produced about 3,000 missiles and added 4 billion euros of new orders to the order book which now stands at 10.8 billion euros. MBDA works with over 90 armed forces worldwide.

MBDA was created in December 2001, after the merger of the main missile producers in France, Italy and the UK. Each of these companies contributed the experience gained from fifty years of technological and operational success. The restructuring of the industry in Europe was completed with the acquisition of the German subsidiary EADS/LFK in March 2006. This further enriched MBDA’s range of technologies and products, consolidating the Group’s world-leading position in the industry.

MBDA is the only Group capable of designing and producing missiles and missile systems to meet the whole range of current and future operational requirements for the three armed forces (army, navy, air force). Overall, the Group offers a range of 45 products in service and another 15 in development.

The Group has demonstrated its ability to bring together the best skills across the whole of Europe and as a result has been chosen to lead a series of strategic multi-national programmes. These include the six-nation Meteor air superiority weapon, the Franco-British conventionally armed cruise missile, Storm Shadow/SCALP, and a family of air defence systems based on the Aster missile for France and Italy (for ground and naval based air defence) and for the UK (naval air defence for the Royal Navy’s Type 45 destroyers).

The mastery of cutting-edge technologies is not only an advantage for MBDA in successfully developing and producing new products. It is also a means of guaranteeing customers that innovations can be made to existing products during their life span in order to meet constantly changing specifications arising from increasingly complex engagement scenarios. It is precisely this combination which makes MBDA the defence sector partner of choice in many countries around the world.

MBDA Careers

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