What are the responsibilities and job description for the Machine Learning Engineer position at Anyar, Inc.?
We have an immediate opening for a Machine Learning Engineer with an emphasis on deep learning and physics surrogation. This position can be based in our Fort Walton Beach, Florida location or our Reach Triangle Park, North Carolina location.
Job Details
Candidate will be responsible for assisting with creating, validating, and maintaining various machine learning systems trained on a variety of simulation systems utilized by the Air Force Research Laboratory and other DoD organizations. Anyar's teams are multi-disciplinary and will work closely with Software Developers, Engineers, and Scientists to translate high-level analysis objectives and requirements into R&D efforts. Candidate will use a variety of methods including data processing and visualization, statistical modeling, and popular/novel machine learning algorithms to train, test, and understand complex physics models and make recommendations for future research and analyses. This role will have an emphasis on ML development using python's well-known packages such as pandas, sklearn, and pytorch/torch-geometric. Learning our analysis ecosystem will introduce you to other technologies such as Docker, git, and CI/CD.
Statement of Security Clearance
This position requires the ability to obtain and maintain a government-issued security clearance, pursuant to 32 CFR 117.10. Accordingly, all applicants must be United States citizens, as only U.S. citizens are eligible for security clearance.
Responsibilities
- Assist with designing, developing, and researching ML systems, models, and schemes
- Training and retraining ML systems and models as needed
- Verifying data quality and/or ensuring it via data cleaning
- Use analysis techniques such as Design of Experiments (DOE), sensitivity analysis, and uncertainty quantification when appropriate
- Work with simulation software to accurately model complex physics processes
- Design and implement post-processing and analysis of large, potentially unstructured datasets to aggregate, mine, and understand simulation results.
- Compile and present reports which clearly communicate study outcomes to audiences of varying statistical and technical knowledge.
Basic Qualifications
- MS in Statistics, Mathematics, or similar OR BS in Statistics, Mathematics, or similar with 2-3 years experience
- 2 years of programming experience in Python
- Ability to work with members of a team and independently
- Strong communication skills both verbally and written
Desired Qualifications
- Experience with physics simulations
- Experience with pytorch and torch-geometric
- Experience with deep learning models
Anyar, Incorporated is an established Government Solutions provider headquartered in Fort Walton Beach, Florida, with a satellite office located in Raleigh, NC. Anyar, Inc. has a highly successful Research and Development (R&D) track record grounded in the DoD Small Business Innovation Research (SBIR) Program, which has expanded into several contracts with DoD customers in weapons development, systems-of-systems analysis, and testing task areas. We develop solutions for our customers in modeling and simulation, human injury prediction, mechanical explosive shock testing, Small Unmanned Aerial Systems support, and research through Small Business Innovation Research (SBIR) contracts with federal agencies.
We are an equal opportunity employer with health, dental, vision, life, disability, and 401k benefits available to our employees.
