Machine Learning Engineer

3 weeks ago

Ashburn, United States Armaments Research Company Full time

Department: Engineering

Employment Type: Permanent - Full Time

Location: Hybrid

Description

You will be joining ARC at an exciting time and filling a key role in developing and maintaining essential machine learning solutions, handling and supporting data and data pipelines, and engaging in exploration to improve and expand ARC's data-driven capabilities.

Key Responsibilities

Maintain and improve existing machine learning solutions Serve as subject matter expert on assigned problem spaces, providing knowledge support to other ARC teams Explore both new and existing data for opportunities to improve processes and solutions Design data acquisition plans as necessary to support specific business objectives Coordinate with software and firmware teams to streamline model deployment processes and identify and improve process bottlenecks Seek continued model improvement in constrained environments with a willingness to explore creative solutions Develop new approaches to event detection models that improve upon existing performance Work across the platforms team to optimize algorithm efficiency, execution time, accuracy, and sensor sampling/inputs. Identify new, desirable senor input types to improve upon or create new detection techniques Develop ARC's data ingest, storage, and classification pipelines and data lakes with ARC software support

Skills, Knowledge And Expertise

Bachelor's degree in Computer Science or similar field Experience building machine learning solutions Experience with statistical analysis and data visualization Proficient with Python (including scikit-learn, numpy, pandas, TensorFlow/PyTorch) Understanding of machine learning fundamentals Problem-solving skills with an understanding of processes and an instinct for optimization Ability to obtain a US Security clearance

Preferred

Master's degree in Data Science or other quantitative field Practical/applied experience working with time-series data Practical/applied experience solving machine learning problems in computationally constrained environments (microprocessors, edge computing) Understanding of best practices regarding model tracking and lineage Experience working in collaborative, version-controlled development environment Experience working with or familiarity with small arms weapons system operation and basic principles of firearms functionality

This position will require access to restricted information and facilities protected under U.S. laws and regulations, including the National Industrial Security Program Operating Manual (NISPOM). Please note that any offer for employment will be conditioned on any required authorization to receive access to such restricted information and facilities necessary to perform the responsibilities of the position.

Citizenship Verification: This position requires verification of U.S. Citizenship to meet federal government security screening requirements required for this role. The successful candidate must be a U.S. Citizen and otherwise eligible to obtain access to classified information and facilities necessary to perform the responsibilities of the position.

Benefits

Employer paid medical, dental, vision

Unlimited PTO

401k #J-18808-Ljbffr

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