À propos
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 ID#: 53540BR Job Category: Engineering Travel Percentage Required: 0% - 25% Full-Time/Part-Time: Full-Time Salary State: Colorado Clearance Level: Top Secret (SCI access eligible) Pay Range Low: 116,480 City: Aurora Clearance Required?: Yes Pay Range High: 208,505 Recruitment Posting Title: Cleared Senior Data Scientist 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.
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.?
PREFERRED SKILLS AND EXPERIENCE: 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.
US Citizenship Required?: Yes Experience Level: Senior (8+ years) Relocation Assistance Provided?: Yes Workstyle: Hybrid General Atomics is committed to hiring and retaining a diverse workforce. We are an Equal Opportunity Employer and will consider all qualified applicants for employment without regard to race, color, religion, religious creed, ancestry, gender, pregnancy, sex, sexual orientation, transitioning status, gender identity, gender expression, national origin, age, genetic information, military and veteran status, marital status, medical condition, mental disability, physical disability, or any other basis protected by local, state, or federal law. In accordance with applicable federal law, General Atomics takes affirmative action to employ and advance the employment of qualified protected veterans and individuals with disabilities. We also prohibit compensation discrimination under all applicable laws. U.S. Citizenship is required for certain positions. To learn more, please review the EEOC's "Know Your Rights: Workplace Discrimination is Illegal" poster.
Compétences linguistiques
- English
Avis aux utilisateurs
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