Artificial Intelligence Machine Learning Engineer 3
Job Description
Captivation Software is hiring a senior AI/ML engineer to design, build, test, and productize algorithms that address business needs.
Responsibilities
- Select appropriate data sets
- Perform statistical analysis to support model development
- Run machine learning algorithms and use results to improve models
- Train and retrain systems when needed
- Work with a range of ML libraries and packages
- Run standard test and evaluation protocols
- Oversee system integration
- Oversee test and evaluation of AI and ML algorithms through an iterative design process to meet verification and validation requirements
- Research and implement a broad range of AI and ML algorithms and tools
- Design or select data and knowledge representation methods
- Recognize software architecture, data modeling, and data structures
- Transform and convert data science prototypes into scalable solutions
- Verify data and model output quality
- Identify data distribution differences that affect model performance
- Develop criteria for test and evaluation that include explainability and resiliency
- Apply deep understanding of AI logic, semantics, ontologies, and knowledge representation
- Design, evaluate, and productize AI/ML models on commercial cloud-based architectures
- Design ML algorithms according to customer requirements
- Research, experiment with, and implement suitable ML algorithms and tools
- Broaden current AI/ML frameworks and machine learning libraries
Requirements
- Must currently hold a Top Secret/SCI U.S. Government security clearance with a favorable Polygraph; therefore, all candidates must be a U.S. citizen
- 10 years of experience deploying machine learning algorithms is required
- A Master’s or Ph.D. degree in advanced math, artificial intelligence, data science, computer science, or deep learning from an accredited college or university is required
- 7 additional years of machine learning experience with a relevant Bachelor’s degree may be substituted for a Master’s degree
- Demonstrated abilities in software engineering and AI/ML model test and evaluation
Benefits
- Annual salary: $130,000 - $270,000 (depends on years of experience)
- Up to 20% 401k contribution (no matching required; vested from day 1)
- Above market hourly rates
- $3,600 HSA contribution
- 6 weeks paid time off
- Company-paid employee medical/dental/vision insurance, life insurance, short-term & long-term disability, and AD&D
Location: Annapolis Junction, MD (onsite)
Compensation: USD 130,000 - 270,000 per yearly