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Machine Learning Assistant information

What is a machine learning assistant?

A Machine Learning Assistant is a professional who supports the development, implementation, and maintenance of machine learning models and systems. They assist data scientists and engineers by preparing datasets, conducting preliminary data analysis, running experiments, and helping to optimize algorithms. This role often involves coding, testing models, and ensuring the quality and reliability of machine learning solutions. Machine Learning Assistants play a key role in streamlining workflows and enabling faster progress in AI projects.

What are the key skills and qualifications needed to thrive as a machine learning assistant?

To thrive as a Machine Learning Assistant, a solid background in mathematics, statistics, programming (often Python), and foundational knowledge of machine learning algorithms is essential, typically supported by a relevant degree or coursework. Familiarity with tools like TensorFlow, scikit-learn, Jupyter Notebooks, and version control systems such as Git is commonly required. Strong problem-solving abilities, attention to detail, and the capability to communicate findings effectively are standout soft skills in this role. These skills ensure accurate data analysis, effective model building, and successful collaboration within multidisciplinary teams.

What are some common challenges a machine learning assistant may face when supporting data preparation and model training?

Machine Learning Assistants often encounter challenges such as cleaning large, unstructured datasets, identifying and handling missing or inconsistent data, and ensuring data privacy compliance. They also need to communicate effectively with data scientists and engineers to understand project requirements and adapt to evolving priorities. Staying organized and managing multiple tasks simultaneously—such as data preprocessing, feature engineering, and running model experiments—is crucial for success in this role.

What are the most commonly searched types of Machine Learning jobs in Virginia?

The most popular types of Machine Learning jobs in Virginia are:

What are popular job titles related to Machine Learning Assistant jobs in Virginia?

For Machine Learning Assistant jobs in Virginia, the most frequently searched job titles are:

What job categories do people searching Machine Learning Assistant jobs in Virginia look for?

The top searched job categories for Machine Learning Assistant jobs in Virginia are:

What cities in Virginia are hiring for Machine Learning Assistant jobs?

Cities in Virginia with the most Machine Learning Assistant job openings:

Machine Learning Assistant jobs near you

Research Computer Scientist - Artificial Intelligence Machine Learning

Analytical Mechanics Associates, Inc.

Hampton, VA • On-site

$100 - $150/hr

Other

Medical, Dental, Vision, Retirement

Posted 20 days ago

Job description

Job Description: In support of NASA Langley Research Center’s Aeronautics Systems Engineering Branch, AMA is seeking highly skilled candidates in the field of Artificial Intelligence / Machine Learning. Specifically, AMA is seeking candidates to support work within the uncrewed aircraft systems domain developing machine learning algorithms and tools based on the use of vision and/or radar sensors for airspace surveillance, onboard sense and avoid, and perception of hazards for autonomous navigation. The selected candidate will work with NASA and regulatory authorities on the overall advancement of machine learning with the aviation industry and increase NASA’s presence in the field. This position will be located on site at NASA LaRC.

Salary range: $100k-$150k

US citizenship or Permanent Residency is required.

Responsibilities
  • Develop algorithms to detect, track, and classify uncrewed aircraft systems (multirotor, fixed wing, or VTOL), birds, general aviation vehicles, and commercial aviation vehicles.
  • Integrate ground-based surveillance systems with airborne sensing suites by sharing data on an IoT platform.
  • Conduct literature reviews to understand state of the art for machine learning, identifying gaps for aviation.
  • Leverage previously collected NASA data along with future NASA and external data to evaluate machine learning techniques.
  • Develop sensor fusion techniques for multiple sensor types using machine learning and traditional fusing techniques.
  • Evaluate machine learning methodology using traditional machine learning metrics along with proposed aviation metrics by the Radio Technical Commission for Aeronautics (RTCA).
  • Assist in the design and execution of experiments at NASA Langley Research Center and Armstrong Flight Research Center.
  • Assist in the development of machine learning challenges such as those for the Computer Vision Pattern Recognition Conference.
  • Document research results for conference presentation and publication.
Qualifications
  • MS or PhD in Computer Science or related computational field with concentrations in artificial intelligence and machine learning.
  • Demonstrated experience in machine learning through published research papers.
  • Expertise in machine learning, computer vision, sensor-based data acquisition.
  • Application of machine learning with the aviation domain highly desired.
  • Understanding of uncrewed aircraft systems operations highly desired.
  • Must work well in highly collaborative dynamic environments with diverse team.
  • Strong communications skills, written and verbal.

Analytical Mechanics Associates (AMA) is proud of our customer relationships, our diverse and dynamic work environment, and our employees' career satisfaction.

AMA is a small business with a wide reach; headquartered in Hampton, VA, AMA has operations in Greenbelt, MD; Huntsville, AL; Dallas and Houston, TX; Denver, CO; Mountain View, CA; and Edwards Air Force Base, CA. With over 60 years of experience, AMA specializes in aerospace engineering, science, analytics, information technology, and visualization solutions. AMA combines the best of engineering, science, and mathematics capabilities with the latest in information technologies, visualization, and multimedia to build creative solutions.

We offer competitive salaries and a substantial benefits package, including but not limited to paid personal and federally recognized holiday leave, salary deferrals into a 401(k)-matching plan with immediate vesting, tuition reimbursement, short/long term disability plans, and a variety of medical, dental, and vision insurance options.

AMA is committed to the professional growth of every employee, understanding that the successes of our employees drive our success. We provide a work environment that is engaging, collaborative, and supportive.

To learn more about our company, please visit our website at www.ama-inc.com/careers and follow us on Facebook and LinkedIn.

AMA is an Equal Opportunity Employer and does not discriminate against any applicant for employment or employee because of race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability, protected veteran status, or any other characteristic prohibited under federal, state, or local laws.

AMA is an Equal Opportunity Employer and does not discriminate against any applicant for employment or employee because of race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability, protected veteran status, or any other characteristic prohibited under federal, state, or local laws.

To learn more about our company, please visit our website at www.ama-inc.com and follow us on Facebook and LinkedIn.

With over 60 years of experience, Analytical Mechanics Associates (AMA) specializes in aerospace engineering, science, analytics, information technology, and visualization solutions.

AMA combines the best of engineering, science, and mathematics capabilities with the latest in information technologies, visualization, and multimedia to build creative solutions.

We offer competitive salaries and a substantial benefits package, including but not limited to paid personal and federally recognized holiday leave, salary deferrals into a 401(k)-matching plan with immediate vesting, tuition reimbursement, short/long term disability plans, and a variety of medical, dental, and vision insurance options.

AMA is an affirmative action/equal opportunity Employer and does not discriminate against any applicant for employment or employee because of race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability, protected veteran status, or any other characteristic prohibited under federal, state, or local laws.

Headquartered in Hampton, Virginia; with operations in Maryland, Alabama, Texas, Colorado, and California, AMA is a small business with a wide reach.

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