Senior AI/ML Engineer - Python/Java/C | Top-Secret/SCI

Erias Ventures, LLC; Annapolis (MD); On-site; USD 245,000 - 285,000; Full time

Benefits offered by this job

Above market pay

Immediate vesting 401k

Bonuses for business development

Professional development bonuses

Company paid health coverage

Paid time off

Job summary

Erias Ventures, LLC is seeking an AI/ML Engineer to design, test, and productize AI/ML models addressing complex mission problems for customers. The role requires deep knowledge of model architecture, data pipelines, and deployment across cloud-based architectures.

The ideal candidate holds a Master’s or Ph.D. in a related field, and possesses extensive experience in deploying ML algorithms, plus strong analytical and communication skills.

Qualifications

• Demonstrated abilities in software engineering and AI/ML model test and evaluation.
• Ten (10) years experience deploying machine learning algorithms is required.

Responsibilities

• Perform statistical analysis.
• Run machine learning algorithms.
• Use results to improve models.
• Train and retrain systems when needed.
• Experience in working with various ML libraries and packages.
• Run standard test and evaluation protocols.
• Provide system integration oversight.
• Oversee test and evaluation of AI/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 appropriate data and knowledge representation methods.
• Recognize software architecture, data modelling, and data structures.
• Transform and convert data science prototypes into scalable solutions.
• Verify data and model output quality.
• Identify differences in data distribution that affect model performance.
• Develop criteria for test and evaluation to include explainability and resiliency.
• Deep understanding of AI logic, semantics, ontologies, and knowledge representation.
• Demonstrated ability to design, evaluate, and productize AI/ML models on a range of commercial cloud-based architectures.
• Design ML algorithms according to customer requirements.
• Research, experiment with, and implement suitable ML algorithms and tools.
• Broaden current AIML frameworks and machine learning libraries

Skills

AI/ML

Software engineering

Model deployment

Data pipelines

Statistical analysis

Team leadership

Cloud architectures

Education

Master's or PhD in AI/DS/CS

Job description

Erias Ventures, LLC is seeking an AI/ML Engineer to design, test, and productize AI/ML models addressing complex mission problems for customers. The role requires deep knowledge of model architecture, data pipelines, and deployment across cloud-based architectures.

The ideal candidate holds a Master’s or Ph.D. in a related field, and possesses extensive experience in deploying ML algorithms, plus strong analytical and communication skills.