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Johns Hopkins Applied Physics Laboratory (APL) jobs

Machine Learning Developer

$90,000 - 230,000
Johns Hopkins Applied Physics Laboratory (APL)
Johns Hopkins Road 11100, Laurel
$90,000 - 230,000
Company Size icon
Company Size
5k+
Company Type icon
Company Type
Product
Exp Level icon
Exp Level
Senior
Job Type icon
Job Type
Full-Time
Language icon
Language
English
Visa sponsorship icon
Visa sponsorship
No

Requirements

Must:
We believe you meet the essential criteria for this position if you have: - A Bachelor’s degree in Mathematics, Physics, Engineering, Computer Science, or a related discipline. - A minimum of 2+ years of experience within the machine learning and data science domains. - At least one year of practical experience in applying or developing machine learning algorithms with standard libraries such as PyTorch or TensorFlow. - A solid foundational understanding of at least two of the following areas: classification, clustering, deep learning, reinforcement learning, computer vision (including object detection and visual tracking), multi-agent systems, or optimization/control theory. - Proven experience working with version control systems such as Git. - Strong communication skills, both verbal and written. - The ability to obtain an Interim Secret level security clearance by your start date and ultimately achieve a Secret level clearance. If selected, you will undergo a government security clearance investigation and must satisfy the criteria for access to classified information. Eligibility requires U.S. citizenship. You will surpass our basic requirements if you possess: - A Master’s degree in Mathematics, Physics, Engineering, Computer Science, or a related area. - Over 5 years of experience in designing and implementing AI/ML algorithms for various datasets. - Demonstrated experience applying advanced deep learning techniques to address distributed resource allocation challenges. - Practical experience building computer vision pipelines for detection, tracking, segmentation, or multi-modal sensor fusion. - Familiarity with modeling and simulation platforms like AFSIM, Blender, Unity, or Unreal. - Comfort in working within high-performance computing environments (GPU/CPU clusters). - Expertise in one or more of the following realms: multi-agent reinforcement learning, geometric deep learning, multi-modal sensor fusion, agentic AI. - A proven history of developing deployable, production-ready code (in Python, C/C++) for real-world applications.

Technologies

AI
HTTP
LESS
Machine Learning
PyTorch
Sensor Fusion

Responsibilities

As a Machine Learning Engineer on our team, you will: - Conceive, execute, and appraise sophisticated machine learning algorithms that address complex real-world challenges related to planning, perception, coordination, and control in the arena of national defense. - Create software pipelines to amalgamate data streams, simulation environments, and intelligent decision-making algorithms. - Engage with technologies and ideas at the forefront of AI, encompassing but not limited to deep reinforcement learning, foundation models, large language models, convolutional/recurrent/graph neural networks, computer vision, and physics-driven modeling and simulation tools. - Collaborate closely with our talented team of scientists and engineers, both within our group and across the organization. - Directly engage with sponsors to relay proposed concepts, solutions, and analyses.

Description


We are in search of a seasoned Machine Learning Engineer who will play a crucial role throughout all stages of machine learning algorithm development and implementation. You will join a team of engineers and scientists at the forefront of our mission to provide innovative solutions to pressing challenges. At the Johns Hopkins University Applied Physics Laboratory (APL), we provide world-class expertise to tackle our nation’s most crucial defense, security, space, and scientific challenges. Our commitment to solving intricate problems and pioneering new technologies is matched by our exceptional organizational culture. We offer a vibrant and welcoming environment where you can be your true self, continue your growth, and forge meaningful connections with inspiring colleagues. At APL, we embrace our diverse perspectives and foster creativity and innovative ideas. Our employees enjoy an array of generous benefits, including an extensive education assistance program, exceptional retirement contributions, and a healthy work-life balance. APL's campus is conveniently situated in the Baltimore-Washington metro area. All qualified candidates will be considered for employment without regard to race, creed, color, religion, sex, gender identity or expression, sexual orientation, national origin, age, physical or mental disability, genetic information, veteran status, occupation, marital or familial status, political opinion, personal appearance, or any other characteristic protected by applicable law. We are committed to providing reasonable accommodation to individuals of all abilities, including those with disabilities. Compensation for this position ranges from $90,000 to $230,000 annually, based on factors such as geographic location, experience, market conditions, education/training, and skill level, taking internal parity into account. Additional benefits are also available, and applications are accepted on a rolling basis.
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