Lead Machine Learning Engineer

Worker Type

Regular

NOTE
: to qualify for this role, you must be a U.S. Citizen

The Lead Machine Learning Engineer will be a strong individual contributor and technical leader in the Learning and Active Perception (LEAP) group in AV’s Mac Cready Works division and oversee the development of a variety of innovative computer vision and related analytics for defense and commercial applications. As an experienced machine learning engineer, IV will also mentor more junior engineers. Development efforts will require a range of skills and tools across traditional engineering, computer science, and mathematical disciplines including computer vision, machine learning, optimization, deep convolutional neural networks, visual transformers, and visual tracking.

This position requires interacting with other teams within and outside the LEAP group and will encompass all stages of the development cycle including requirements definition, concept design, prototyping, detailed design, test and evaluation, and validation and verification testing.

• Lead the design and development of computer vision and machine learning (ML) algorithms to address wide range of technically challenging problems, including but not limited to detection, classifying, localizing, and tracking objects of interest from a variety of stationary and mobile sensor platforms.
• Maintain awareness of relevant academic literature, commercial products, and open source projects to ensure our technical solutions remain at the cutting edge
• Advise on and support design of software infrastructure and Dev Ops processes to support ML needs
• Implement ML algorithms and validate designs through a series of purpose-designed experiments
• Analyze ML algorithms and errors of the trained models, design strategies to overcome them
• Select appropriate datasets and data representations; supervise data acquisition process if required
• Manage available resources such as hardware, data, and personnel so that deadlines are met; coordinate activities of others (Team Lead) and between Other duties as assigned

• Bachelor’s degree in computer science/engineering, Mathematics, Physics, or related Science or Engineering discipline with 5+ years of relevant experience in machine learning and/or computer vision.
• Advanced degree preferred.

• Minimum of 10 - 12 years of relevant experience
• Familiarity with C/C++ or Python required
• Demonstrated ability to design, implement, and troubleshoot complex systems
• Proficiency with a deep learning framework, preferably Py Torch
• Proficiency with basic libraries for machine learning such as scikit-learn and pandas
• Proficiency with OpenCV
• Proficiency with Linux
• Familiarity with ML standards such as ONNX
• Ability to select hardware for specific ML applications

• Expertise in visualizing and manipulating big datasets

• Experience working with DoW and Intelligence Community (IC) organizations on advanced technology, research, or AI/ML initiatives
• Familiarity working in classified spaces
• Familiarity with office software and computer-based productivity tools
• Ability to work within defined requirements to complete tasks under minimal supervision
• Must be a team player and exhibit leadership qualities
• Excellent verbal and written skills
• Has effective problem-solving, analytical, and interpersonal skills
• Able to excel in a fast-paced, deadline-driven environment, where small teams share a broad variety of duties
• Displays strong initiative and drive to accomplish goals and meet company objectives
• Takes ownership and responsibility for current and past work products
• Is committed to learning from mistakes and driven to improve and enhance…