Senior State Estimation Scientist
-How can you maintain shared situational awareness across a distributed, partially networked set of platforms in the presence of active communications jamming?
-Tracking is easy when the detections are accurate, well-separated, and featured, but how can you maintain the same quality state estimates as you lose dimensions, density increases, and features go away?
-Old-school radar operators fault automated tracking and state estimation because it is a deterministic process - it does not learn patterns that a human finds easily. How can we correct that by adding learning to our state estimation and tracking algorithms?
These are actual problems that the scientists and researchers in DEFI are working to solve every day.
As a scientist in DEFI, you will work in small to medium groups of researchers and engineers on projects that typically last 1-3 years. Working on different projects keeps things new and interesting, but the projects don't just stop when our research stops. DEFI is part of FAST Labs TM , which acts as the research and development core of Electronic Systems' five other business areas. Once we finish the research, we work to transition our programs to those business areas. Our tracking, fusion, and analytic algorithms go to the Command, Control, Communications, and Computers Intelligence, Surveillance, and Recognizance Systems (C4ISR) business area to improve their products that are used by military and intelligence analysts every day. Or they may go to the Electronic Combat Solutions (ECS) business area to add capability to their electronic warfare systems installed on aircraft like the F-35 or B-2. By sitting at the heart of BAE Systems' R&D organization, our research has a direct path through the greater company to enhance the capabilities of American soldiers.
A state estimation scientist at the senior level is expected to design, develop, execute, and implement research projects at the sub-system level, and might be responsible for leading a small team. Technical writing is important, as you will frequently contribute to or co-author conference papers, journal articles, and/or invention disclosures, and support business development through idea generation, contributing to proposals, and/or authoring white papers. The senior scientist typically briefs technical results directly to project management or the customer.
Typical Education & Experience
Required Skills and Education
We are looking for scientists with foundations skills in one or more of the following who are interested in learning more:
- We use standard filtering and smoothing tools (e.g. Kalman filters and particle filters) to improve our state estimates while also implementing application specific enhancements to these tools
- Probabilistic models are included to account for uncertainty beyond that of sensor accuracy
- We use Bayes nets and other probabilistic graphical models in applications ranging from causal inference to modeling agent behavior
- We combine elements of control theory with our trackers to generate an optimal sequence of sensor commands to maximize information from limited sensor resources
- We develop metrics to score the quality of our tracking and fusion algorithms against data, and we use custom tools to identify and explain any unexpected results
- While it is always best to use real data, frequently it is necessary for us to develop and apply modeling and simulation tools to generate our own data
US Citizenship is required for this position, as is the ability to obtain a US Security clearance.
Preferred Skills and Education
- Bachelor's Degree with 4+ year of professional research experience, or
- Master's Degree with 2+ years of professional research experience, or
- Doctorate with research experience
BAE Systems Electronic Systems is the global innovator behind game-changing defense and commercial electronics. Exploiting every electron, we push the limits of what is possible, giving our customers the edge and our employees opportunities to change the world. Our products and capabilities can be found everywhere - from the depths of the ocean to the far reaches of space. At our core are more than 14,000 highly talented Electronic Systems employees with the brightest minds in the industry, we make an impact - for our customers and the communities we serve.
Back to top