Senior Research Scientist- Trusted AI
Two Six TechnologiesAbout the role
At Two Six Technologies, we build, deploy, and implement innovative products that solve the world’s most complex challenges today. Through unrivaled collaboration and unwavering trust, we push the boundaries of what’s possible to empower our team and support our customers in building a safer global future.
Overview of Opportunity
Two Six Technologies is seeking a Research Scientist - Trusted AI to research, build and test trustworthy AI systems. We are seeking candidates with an interest in research as well as a commitment to developing solutions for the real world. Ideal candidates will have a strong statistical background as well as a passion for, and experience with, understanding the nuances of the hypotheses underlying a variety of statistical and AI models. Specifically, we are looking for candidates who can reason over how the system may fail if these hypotheses are violated.
This role will involve collaborating with researchers and engineers to design experiments, analyze data, and develop statistical models to support proposals and ongoing projects for agencies such as the DoD, DTRA and DARPA.
Responsibilities:
- Data analysis and modeling:
- Implement algorithms to enhance trustworthiness of AI systems
- Analyze, verify and validate white and black box AI systems for vulnerabilities, bias, and other desired properties
- Experience implementing a large number of different statistical and AI models
- Proposal development:
- Contribute to the development of technical proposals by providing statistical expertise and designing research methodologies.
- Develop statistical analysis plans for proposed research.
- Collaboration and Innovation:
- Assist in writing research papers and conference talks on topics in trusted AI
- Collaborate with partners and customers to understand, tailor, and deliver solutions that are appropriate for the use case
- Work closely with researchers and engineers from diverse disciplines to ensure the appropriate application of statistical methods.
- Communication:
- Effectively communicate technical information to both technical and non-technical audiences.
- Present clear arguments for why a given approach is desired, and, more importantly, why a favored approach is inappropriate
- Leadership:
- Mentor teammates with backgrounds in other fields to deliver high quality, mathematically sound models.
Minimum Qualifications:
- A foundational understanding of statistics, and demonstrated interest in careful model design and / or model validation.
- A bachelor’s or advanced degree (Masters or PhD) in Computer Science, Mathematics, Quantitative Social Science, or related technical domain
- Familiarity with data science or ML engineering languages and tools, such as python (pytorch, tensorflow, pandas), R, Matlab, or similar
- 5-7 years (3-5 if PhD) of professional (or equivalent) experience in ML engineering or data analytics
- Comfortable working as part of a small development team composed of researchers, engineers, and scientists
- Active DoD Top Secret clearance
Nice to haves:
- Previous research experience
- A demonstrated interest in some aspect of trusted AI. E.g. privacy, explainability, bias, exploitability, etc.
- Ability to read academic papers
- Active Top Secret/SCI clearance
Clearance Requirements:
- Active DoD Top Secret clearance
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Two Six Technologies is committed to providing competitive and comprehensive compensation packages that reflect the value we place on our employees and their contributions. We believe in rewarding skills, experience, and performance. Our offerings include but are not limited to, medical, dental, and vision insurance, life and disability insurance, retirement benefits, paid leave, tuition assistance and professional development.
The projected salary range listed for this position is annualized. This is a general guideline and not a guarantee of salary. Salary is one component of our total compensation package and the specific salary offered is determined by various factors, including, but not limited to education, experience, knowledge, skills, geographic location, as well as contract specific affordability and organizational requirements.
Salary Range$88,200—$178,700 USDLooking for other great opportunities? Check out Two Six Technologies Opportunities for all our Company’s current openings!
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