Reflexive Concepts · 18 hours ago
AI/ML Engineer I
Annapolis Junction, Maryland
Full-time
Onsite
Entry Level
$170K/yr - $170K/yr
2+ years expReflexive Concepts is seeking a skilled Artificial Intelligence/Machine Learning I to join our team! The ideal candidate will have hands-on experience with state-of-the-art machine learning techniques, specifically for natural language processing (NLP), and will work across the model development lifecycle to deliver high-impact solutions.
AnalyticsBig DataInformation TechnologySoftwareSoftware Engineering
Responsibilities
Knowledge and experience of Language models is required
Specific experience with Marian and multi-lingual model development
Knowledge of Computation Linguistics is a plus
Experience with Open-Source model libraries, Deep Learning Containers (DLC), GPU technologies and optimization / tuning
Strong Java, C, C++ programming experience
Willingness to support occasional on-call duties is a plus
Model Development & Training:
Build, train, and fine-tune machine learning models, particularly language models
Apply best practices in model training, tuning, and optimization
Design and implement solutions for model performance improvement
Evaluation & Testing:
Conduct rigorous model evaluation, including performance analysis and benchmarking
Perform error analysis, debugging, and model diagnostics to ensure quality and reliability
Model Deployment & Integration:
Work with cloud-based AI platforms (especially AWS Sagemaker) to deploy and scale models
Integrate machine learning models into production environments, ensuring seamless integration with other systems
Full-Stack Engineering:
Contribute to the development and maintenance of the full stack for AI model-based applications (front-end and back-end)
Collaborate with software engineers to build scalable and efficient deployment pipelines
Collaboration & Reporting:
Work closely with data scientists, product teams, and engineers to translate business requirements into technical solutions
Document workflows, model design processes, and technical specifications
Qualification
Required
2 years of experience in applied machine learning in programs and contracts of similar scope, type, and complexity is required
B.S. degree in advanced math (e.g., calculus, linear algebra or Bayesian statistics), computer science or related STEM discipline from an accredited college or university is required
Knowledge and experience of Language models is required
Specific experience with Marian and multi-lingual model development
Strong Java, C, C++ programming experience
Strong proficiency in AI/ML frameworks such as TensorFlow, PyTorch, or Hugging Face
Expertise in model training, evaluation, and deployment
Hands-on experience with AWS tools like SageMaker, Lambda, EC2, and S3
Experience in developing full-stack software applications (JavaScript, Python, Java, etc.)
Solid understanding of data structures, algorithms, and system design
Extensive experience in machine learning model development, including natural language processing (NLP)
Experience with model evaluation, optimization, and performance monitoring
Proven experience in software engineering with strong coding skills
Preferred
Knowledge of Computation Linguistics is a plus
Willingness to support occasional on-call duties is a plus
Experience working in a government or defense-related environment is highly preferred
Experience with model versioning and management using tools such as MLFlow or Git
Familiarity with containerization tools (i.e. Kubernetes)
Strong problem-solving and analytical skills
Excellent communication and collaboration abilities
Experience with secure data handling and compliance requirements
Experience working with Large Language Models (LLMs)
Company
Reflexive Concepts
Reflexive Concepts is an IT firm that provides software engineering, systems engineering, cloud technologies, big data, and data analytics.
51-200 employees
Funding
Current Stage
Growth StageLeadership Team
Kevin Siegers
Senior CNO Developer
Company data provided by crunchbase