TS/SCI AI/ML Engineer - On-Site, Annapolis Junction

Base-2 Solutions; Maryland; On-site; USD 120,000 - 190,000; Full time

Job summary

Base-2 Solutions is seeking an AI/ML Engineer who designs, creates, tests, and productizes AI/ML algorithms to solve business challenges. The AI/ML Engineer will lead models capable of learning and predicting per business logic, with focus on architecture, data pipelines, and metrics interpretation.

This role requires familiarity with development and governance concepts and may involve leading geographically diverse teams and serving as primary POC for AI-related matters.

Qualifications

• Five (5) years experience in applied machine learning in programs and contracts of similar scope, type, and complexity 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.
• Five (5) additional years of machine learning experience with a relevant Bachelor's degree may be substituted for a Master's degree.

Responsibilities

• Experience with standard machine language frameworks, e.g. Pytorch, TensorFlow.
• Select appropriate data sets.
• 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 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 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.

Skills

PyTorch/TensorFlow

Data selection

Statistical analysis

ML algorithms

Model training/retraining

ML libraries/packages

Test/evaluation protocols

System integration oversight

AI algorithm research

Data representation methods

Data modelling/structures

Prototype to scale

Data quality verification

Data distribution analysis

Education

Master's or Ph.D. in AI/ML/CS/Data Science/ math

Five additional years with related Bachelor's substitution for Master's

Tools

Python

Java

R

Job description

Base-2 Solutions is seeking an AI/ML Engineer who designs, creates, tests, and productizes AI/ML algorithms to solve business challenges. The AI/ML Engineer will lead models capable of learning and predicting per business logic, with focus on architecture, data pipelines, and metrics interpretation.

This role requires familiarity with development and governance concepts and may involve leading geographically diverse teams and serving as primary POC for AI-related matters.