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Data Scientist Intern, PAT at Aptima Inc.

Posted in Other 30+ days ago.

Location: Dayton, Ohio





Job Description:

Who We Are

For more than 25 years, Aptima's mission has been to improve and optimize performance in mission-critical, technology-intensive environments. We apply deep expertise in how humans think, learn, and perform to today's challenges. Whether for fighter pilots functioning in the cockpit, medical staff in the ICU, or teams collaborating across distributed networks, our solutions:



  • Ensure synergy between humans, the technologies they use, and the organizations within which they operate


  • Enhance productivity through human-AI teaming, unobtrusive measurement, data analytics, and intelligent interfaces


  • Accelerate learning, training, and readiness with precision learning that is customized, personalized, and efficient




What Makes Us Unique

Our culture is rooted on three principles that our founders planted, and our employees have embraced ever since- innovation, impact, and empathy. At our core, Aptima researches, develops, and innovates within an area that engineering firms largely ignore, the Human component. In order to impact the world in meaningful ways, you must bring those innovations to light, and that is precisely what we do.



Entrepreneurial and creative energy run through our veins. When our team chooses to continue their education or professionally publish their work, we cheer then on. Teamwork, collaboration, and a relentless focus on our customers are central tenants of our culture. Work hard. Take care of each other. Lead by example. Accept others for who they are.



So, while the world knows us as a company that is moving humans, technology, and AI forward, we believe we are something more.How You'll Make an Impact

This position involves developing and implementing advanced techniques for measuring and modeling human performance and learning in high-stakes environments. Advance techniques involve the fusion of disparate, multi-modal human signals such as physiological data, human-computer interface data, communication data, observer data, and self-report data using a variety of machine learning approaches. The position involves contributing to the design, development, and application of data mining, statistical analysis, machine learning, and modeling.

This position will be mentored by senior scientist and engineers and offers an excellent opportunity to expand your career knowledge and gain valuable experience solving complex human performance problems while working in a leading-edge Research and Development environment.





What You'll Need

  • Familiar with machine learning approaches.

  • Familiar with signal analysis approaches.

  • Familiar with systems theory, systems dynamics, dynamical systems

  • Familiar with software development best practices and user experiences.

  • Knowledge of Microsoft Office applications including PowerPoint, Word, and Excel.

  • Ability to work well in a multi-disciplinary team environment and to learn rapidly via formal and informal training and instruction.

  • Ability to work independently on ambiguous technical challenges.

  • Excellent communication skills, both written and oral, which will be examined by during the interview process as well as providing examples such as written work samples




Minimum Requirements


  • US Citizen

  • Have at least 3 year(s) of progress toward a BS degree in Electrical Engineering, Systems Engineering, Computer Science, Computer Engineering, Aerospace Engineering, Mechanical Engineering, Human Factors Engineering, or a related field.

  • Knowledge of tools such as: Python, R, MATLAB, Tensor Flow, PyTorch, scikit, SQL, ElasticSearch




Working Conditions (ADA accommodations may be sought)


  • This role will report to an office.

All applicants selected will be subject to a background investigation and must meet eligibility requirements for access to classified information.

Aptima, Inc. is an equal opportunity employer dedicated to non-discrimination in employment. We select the most qualified individual for the job based on job-related qualifications regardless of race, color, age, sex, religion, national origin, disability, ancestry, marital status, credit history, sexual orientation, arrest and court record, genetic information, veteran status or any other status protected by federal, state or other applicable laws.



Aptima, Inc. participates in the US Government E-Verify Program. For more information, click on http://www.uscis.gov/e-verify.

EOE MINORITIES/FEMALES/PROTECTED VETERANS/DISABLED



Department: Performance Assessment Technologies
This is an internship position


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