Senior Data Scientist
Poway, California
Overview
General Atomics pioneers technologies with the potential to change the world. Behind a talented global team of engineers, GA delivers safe, sustainable, and economical solutions to meet growing global demands. Our Engineers have an opportunity to work on first of a kind product lines within an incredible, dynamic environment.
Engineering positions typically require a bachelor’s degree, master’s degree or PhD in engineering or a related technical discipline from an accredited institution and progressive engineering experience. Candidates from mechanical, electrical, and aerospace engineering backgrounds must know the fundamentals of engineering system developments, requirements, testing, and integration before getting to the final stages of customer interface and project management.
Schedule: Full-Time Salary
Job Level: Senior (8+ years)
Travel: 0 - 25
Success Profile
What makes a successful Senior Data Scientist at General Atomics? Check out the top traits we’re looking for and see if you have the right mix.
- Analytical
- Collaborative
- Inventive
- Problem Solver
- Team Player
- Creative
Job Summary
GA-CCRi was founded in 1989 and is located in Charlottesville, VA. It provides custom software development and innovative information engineering solutions to customers in government and private industry. We build and develop best-in-class all domain and globally focused situational awareness capabilities that process petabytes of data from numerous streaming data sources in near real time. Our systems apply state-of-the-art algorithms and machine learning techniques to extract features and fuse data from multiple phenomenologies to form a rich live view of objects in the sky, on the sea, and on the ground. These analytics are designed to determine not just where something is, but what it is, where it's been and what it's doing. All of this "data to knowledge" is made available to end users in our own browser-based application for visualization, analysis, and understanding. We always want to do more, and that's where you come in!
GA-CCRi is seeking Data Scientists to join our core product team, shaping the future of situational awareness capabilities for our customers. Our teams leverage cutting-edge technology to process petabytes of data and extract features in near real time, all while providing a rich, live view of objects on land, sea, and sky. Join our growing team in taking our systems to the next level, giving end-users the power to see beyond the data and truly understand the world around them.
DUTIES AND RESPONSIBILITIES:- Design, develop and program methods that integrate to systems that consolidate and analyze unstructured, diverse data sources to generate actionable insights and solutions for client services and product enhancement.
- Develop, refine, deploy, and support statistical and machine learning models utilizing state of the art approaches.
- Communicate insights and findings from analysis and experiments to product, service, and business managers.
- Identify opportunities for product and customer process improvement using statistical and machine learning models to improve the effectiveness of different courses of action
- Create and utilize moderately complex algorithms and approaches, clean and synthesize training/test data, create/run simulations, and perform analysis of alternatives to best meet stakeholder requirements.
- Develop and deploy data visualization in order to communicate moderately complex concepts and data in a simple, actionable manner.
- Interact with product and service teams to identify questions and issues for data analysis and experiments.
- Document findings for business stakeholders as required. May create proposals, cost estimates, and whitepapers suitable for publication.
- Represent the organization as a contact with internal and external representatives.
- Maintain the strict confidentiality of sensitive information.
- Responsible for observing all laws, regulations and other applicable obligations wherever and whenever business is conducted on behalf of the Company. Expected to work in a safe manner in accordance with established operating procedures and practices.
We recognize and appreciate the value and contributions of individuals with diverse backgrounds and experiences and welcome all qualified individuals to apply.
Job Qualifications:
- Typically requires a bachelor's degree, master's degree or PhD in data science, applied mathematics, statistics, computer science, or related technical/quantitative discipline from an accredited institution and progressive data science experience as follows; nine or more years of experience with a bachelor's degree, seven or more years of experience with a master's degree, or four or more years with a PhD. May substitute equivalent experience in lieu of education.
- Willing to obtain Top Secret/SCI clearance with CI Poly
- Must have a general understanding of software development concepts, principles, and theory and demonstrate the ability to follow and apply the use of programming and analysis concepts.
- Must be able to work both independently and in a team environment.
- Able to work extended hours and travel to support project needs as required.
- Active TS/SCI Clearance with CI Poly
- Prior experience with gym , Unity, Unreal, or some other simulation environments
- Researched or applied autonomy in a highly-latent, low-bandwidth, or otherwise resource constrained environment
- Trained deep reinforcement learning algorithms for coordination of multiple, autonomous goals
- Performed nonlinear optimization for resource allocation with dynamic uncertainty and/or non-observable variables
- Prior experience in domains/industries like: robotics, space mission planning, large industrial facility automation, robust and resilient communications
- Familiarity with common machine learning libraries for implementation (sklearn, weka, tensorflow, torch, etc)
- Proficiency in one or more of: Python, C++, Java, R, Julia, Matlab
- Ability to understand and implement new models from the literature
- Experience with geospatial data and analytics.
- Familiarity with Intelligence Community and DoD mission sets.
Salary:$116,480 - $208,505
Benefits
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Healthcare
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Pension, 401(k)/Retirement Plans
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Competitive Pay
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Multiple product lines means a variety of work
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Paid Time Off
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“The company is growing, has a very good reputation and had open positions in my area of expertise (aircraft design/design methodology development).”– Peter, Senior Staff Engineer
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“We don't ascribe to quotas; we do ascribe to securing the BEST talent to enrich our culture toward healthy diversification and active/viable community service. We are STEM advocates.”– Debra, CSSBB: Staff Engineer
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“Every day is different, with different problems to solve and many programs to support. I am a problem solver and have always been motivated by the tough questions.”– Scott, Laser Scientist
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“I work in the Components Engineering and Obsolescence Management Dept. Our efforts are saving General Atomics several millions of dollars by proactively leading and informing the company of all these decisions which significantly impact production, sustainment and new designs.”– John, Staff Engineer
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