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Senior Machine Learning Engineer

RESTON-20190, VA, US
03/24/2021

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Required Skills

Scala programming languages

Company

Infinity Consulting Solutions, Inc

Experience

Job Description

Design and implement Client feature pipelines
Optimize pipelines and processes for model development, experimentation and scaled production scoring
Implement machine learning algorithms and libraries in service to modeling and production scoring pipelines
Monitor and ensure the quality of machine learning solutions by implementing process and control disciplines as well as tooling to govern
Analyze large and complex data sets to derive valuable insights, inform feature and product development
Apply machine learning and data science techniques and design distributed systems
Qualifications & Experience Requirements

Strong Software Engineering background with emphasis in data science and machine learning
Fluent in Java, Python, and/or Scala programming languages
Strong communication skills including the ability to describe complex models and findings to different audiences and stakeholders, from data science peers to business decision-makers
Demonstrated exploratory analysis and visualization abilities in a non-academic settings
Strong bias for action and ability to pivot quickly and act with agility according to the needs of the business
Working knowledge of machine learning frameworks and the data and computation management mechanisms that surround them in a cloud environment (AWS)
Experience designing, implementing, and transitioning to AI/Client cloud based frameworks such as Amazon SageMaker
Experience implementing quality and control disciplines for Machine Learning pipelines through process and tooling
Ability to handle multiple projects simultaneously, meet deadlines, and effectively manage priorities and communicate progress
Fluent in Linux based systems, Docker, and code versioning tooling (Git/CI/CD)
Computer Science or equivalent degree and work experience