AI/ML Developer
Location: Annapolis, MD
Duration: Long Term
QUALIFICATIONS:
a. Bachelor of Science in Engineering, Computer Science, Data Science, or Mathematics, or a related field (as determined by the AOC).
b. At least three (5) years’ experience in data science, machine learning, or applied AI development.
c. At least three (5) years’ experience in software engineering, architecture, or web development.
Anticipated Tasks to be performed:
2. System Design & Collaboration:
a. Work within established constraints regarding infrastructure, programming languages, and model selection
b. Contribute to technical decision-making related to data processing, retrieval strategies, and system integration
c. Collaborate with team members to define agent architectures, workflows, and system design decisions
d. Evaluate and select appropriate approaches for given tasks, including determining when to use LLM-based versus non-LLM techniques
e. Designing and building software systems that integrate AI/ML techniques to automate tasks, assist internal users, and improve user-facing services.
3. Testing, Evaluation, and Quality Assurance:
a. Assist in the design and implementation of testing and evaluation pipelines for AI/ML systems
b. Develop unit and integration tests for AI-enabled workflows and data pipelines
c.Generate and utilize synthetic data to support evaluation and benchmarking efforts
d.Contribute to improving system performance, including accuracy, latency, and cost efficiency
4. Deployment & Operations:
a. Support deployment of AI/ML applications within a hybrid cloud environment
b. Work with containerized applications to ensure reliable deployment and updates.
c. Optimize systems for environments with limited computational resources, including minimal GPU availability
5. General Responsibilities:
a. Deliver production-grade systems aligned with defined requirements, while supporting iterative improvement of evolving tools
b. Document system designs, workflows, and technical decisions as required
c. Stay informed on relevant advancements in AI/ML and apply them where appropriate within project constraints
Never miss an opportunity! Create an alert based on the job you applied for.