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Base-2 Solutions · 2 weeks ago

Artificial Intelligence/Machine Learning (AI/ML) Engineer

Annapolis Junction, MD

Full-time

Onsite

Senior Level

$159K/yr - $211K/yr

5+ years exp

Base-2 Solutions is seeking an AI/ML Engineer who designs, creates, tests, and productizes AI/ML algorithms to solve business challenges. The role involves creating AI/ML models, leading diverse teams, and ensuring the performance of scalable solutions.

Big DataCloud ComputingSoftware EngineeringTechnical Support

Growth Opportunities

No H1B

Security Clearance Required

U.S. Citizen Only

Responsibilities

Designs, creates, tests, and productizes AI/ML algorithms to solve business challenges

Create AI/ML models capable of learning and making predictions as defined by the business logic

Proficient in all aspects of model architecture, data pipeline interaction, and metrics application, interpretation, and presentation

Designs and creates scalable solutions for optimal performance

Leading geographically diverse teams

Serve as a primary POC for AI-related matters

Experience with standard machine language frameworks

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

Qualification

PytorchTensorFlowMachine LearningPythonData EngineeringAnalytical SkillsProblem-SolvingCommunication Skills

Required

Top Secret/SCI with Full Scope Polygraph

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

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

Preferred

Expert knowledge with multiple programming languages, including: Python, Java, R

Benefits

Above market fixed salary or hourly pay.

Up to $10,000 bonus for each referral.

Additional bonuses for exceptional performance, assisting with business development and company growth.

100% paid premiums for health insurance. Choose from over 5 gold-level medical plans from CareFirst, Kaiser and UnitedHealthcare. Choose from PPO, POS. HMO, and HSA-compatible.

HSA and FSA options.

100% paid premiums for dental insurance.

100% paid premiums for vision insurance.

100% paid premiums for short-term disability.

100% paid premiums for long-term disability.

100% paid premiums for accidental death & dismemberment.

100% paid premiums for life insurance with a $200,000 max benefit.

8% company contribution to 401k with immediate vesting.

401k pre-tax and Roth options.

Up to 20 days of flexible paid time off (PTO).

11 days of paid floating holidays.

Flexible work schedules including flex time and compressed work period.