AI/ML Engineer: Design, Train, and Deploy Scalable Models

Base-2 Solutions, LLC; Maryland; On-site; USD 120,000 - 165,000; 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 models should learn and predict per business logic, with emphasis on model architecture, data pipelines, metrics, governance, and iteration.

The role may lead geographically diverse teams and serve as the primary AI POC, requiring strong problem-solving and communication skills.

Qualifications

• Five (5) years experience in applied machine learning in programs and contracts of similar scope, type, and complexity.
• 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

Python

Java

R

Education

Master’s or Ph.D. in a relevant field

Bachelor’s with 10 years ML experience

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 models should learn and predict per business logic, with emphasis on model architecture, data pipelines, metrics, governance, and iteration.

The role may lead geographically diverse teams and serve as the primary AI POC, requiring strong problem-solving and communication skills.