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Machine Learning Engineer- Aerospace-REMOTE

Machine Learning Engineer- Aerospace-REMOTE

Top Secret Clearance JobsRaleigh, NC, United States
28 days ago
Job type
  • Full-time
  • Remote
Job description

About the job Machine Learning Engineer- Aerospace-REMOTE

Top Secret Clearance Jobs is dedicated to helping those with the most exclusive security clearance find their next career opportunity and get interviews within 48 hours.

Machine Learning Engineer The ideal candidate will possess a strong experience in fundamental Software

Engineering approaches and languages with an interest and specialization in

acceleration and deployment of Machine Learning algorithms. Candidate should be strong in multi-threaded

C / C++ / Python and have experience implementing highly parallelizable novel

algorithms on edge hardware in collaboration with scientists and other software

engineers.

Duties and Responsibilities

  • Collaborate with scientists and

researchers on projects related to image processing, machine learning,

artificial intelligence and computer vision.

  • Contribute your strong
  • programming ability and experience in parallel computing to develop robust

    solutions for real-world problems.

  • Optimize runtime speed of deep
  • neural networks, while retaining accuracy, by leveraging model compression and

    conversion approaches.

  • Deploy machine learning models
  • and standard algorithmic implementations at the edge for real-time inference.

  • Partner with internal and
  • external software and hardware teams to maximize process chain performance.

  • Support on-site work, as needed.
  • Support travel or off-site work, as needed on an as-needed basis to support final
  • integration exercises necessary for product delivery.

  • Perform other duties as assigned.
  • Required Qualifications

  • Bachelor's degree + 4-6 years
  • experience, Master's degree + 2-4 years experience, or Ph.D. in Computer

    Science + 0-2 years experience, Electrical and Computer Engineering, Mechanical

    Engineering, Physics, or related field.

  • An active U.S. Government Security Clearance or
  • the ability to obtain a Clearance. Current SSBI is preferred. If not already

    cleared TS / SCI, willingness and ability to apply for and maintain a TS / SCI

    security clearance.

  • Familiarity with C, C++, Python and Matlab.
  • Familiarity with high-performance, data
  • parallel, multi-core processing.

  • Familiarity with numerical computing
  • principles.

  • Strong
  • knowledge of parallel computing principles, NVIDIA CUDA programming model, GPU

    architecture, and performance-optimization techniques and software.

  • Experience with deep learning libraries
  • TensorFlow, PyTorch, etc.).

  • Experience with model deployment using software
  • such as TensorRT, ONNX, and Triton.

  • Experience
  • working with machine learning teams to deliver real products.

  • Ability to collaborate in a hybrid / remote
  • environment with a geographically diverse team.

    Preferred Qualifications

  • Experience with software
  • development life cycle, including coding standards, code reviews, source

    control management, build processes, and testing.

  • Familiarity with image processing algorithms via
  • classical and various deep-learning-based computer vision domains (Object

    Detection, Segmentation, Re-Identification, Tracking, Super Resolution).

  • Familiarity with performance primitives such
  • as IPP, NPP, and Arm Performance Libraries.

  • Experience with AWS / Sagemaker.
  • Familiarity with MS Office Tool Suite.
  • Experience implementing novel algorithms
  • About Actalent Actalent is a global leader in engineering and sciences services and talent solutions. We help visionary companies advance their engineering and science initiatives through access to specialized experts who drive scale, innovation and speed to market. With a network of almost 30,000 consultants and more than 4,500 clients across the U.S., Canada, Asia and Europe, Actalent serves many of the Fortune 500.

    Diversity, Equity & Inclusion

    At Actalent, diversity and inclusion are a bridge towards the equity and success of our people. DE&I are embedded into our culture through :

  • Hiring diverse talent
  • Maintaining an inclusive environment through persistent self-reflection
  • Building a culture of care, engagement, and recognition with clear outcomes
  • Ensuring growth opportunities for our people
  • The company is an equal opportunity employer and will consider all applications without regard to race, sex, age, color, religion, national origin, veteran status, disability, sexual orientation, gender identity, genetic information or any characteristic protected by law.

    If you would like to request a reasonable accommodation, such as the modification or adjustment of the job application process or interviewing process due to a disability, please email [email protected] for other accommodation options.