Fibertek, Inc.

Machine Learning Engineer

Fibertek, Inc.  •  United States (Remote)  •  5 months ago
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Job Description

We are working on a project that tackles the problem of managing large-scale IT networks. We are seeking talented and highly motivated developers to join us in bringing this project to a larger audience.

As an ML software developer, you will be responsible for feature development to deliver AI and machine learning solutions into our product. Your software development expertise and experience with ML will play a crucial role in delivering intelligent systems that improve VAE’s flagship software product, ITPIE. Together with a small machine learning team, you will be responsible to ensure the successful integration of AI/ML models into our existing software and assist in delivering expert systems through AI/ML technologies.

Our application is primarily built using .NET, using TypeScript on the frontend, PostgreSQL for data storage, and Python for ML components. The application source is hosted in GitLab, and we use GitLab CI and Git to manage our code contribution workflows.

Roles and Responsibilities
  • Integrate AI/ML models into production systems
  • Collaborate with existing team members to preprocess and analyze large datasets
  • Work with subject matter experts to build out training/testing datasets
  • Design and build tests for AI/ML solutions and data pipelines.
Things we really need
  • Proficiency in Python and .NET (C#)
  • Understanding of web transport fundamentals (HTTP, REST, WebSockets)
  • Experience building and running unit and integration tests
  • Experience with machine learning algorithms and frameworks in Python
  • United States citizenship
  • 5-8 years of software development experience with ML-related experience
Things we'd like
  • Experience with relational databases such as PostgreSQL
  • Familiarity with newer .NET machine learning offerings
  • Familiarity with Cloud environments (e.g. AWS, Azure) and offerings
  • Strong analytical and problem-solving abilities
  • Excellent communication and teamwork skills
Things that are extra cool
  • Advanced knowledge of Python ecosystem and internals
  • Advanced knowledge of .NET runtime (reflection, performance optimization)
  • Working understanding of network concepts
  • Familiarity with Linux environments
Our end of the bargain
  • Remote-first environment (if that's your thing)
  • Dedicated collaborative office space in NoVA (if that's your thing)
  • We respect work/life balance
  • Occasional on-site team summits
  • Competitive salary and annual reviews
Fibertek, Inc.

About Fibertek, Inc.

Fibertek, Inc. develops advanced lasers and electro-optic systems for space and defense applications. Our customers include NASA, the U.S Department of Defense, and several of the leading aerospace prime contractors. With over 30 years of experience developing advanced fiber and bulk solid-state laser and lidar systems, Fibertek is a globally recognized leader and pioneer in our field. Fibertek's 50,000 sq. ft. state-of-the-art facility includes 34 Class IV laser firing labs, electronics labs, wet labs, optical receiver labs, chemical labs and a NASA-certified in-house printed circuit board assembly lab. Fibertek is a fully vertically integrated company with an experienced staff of mechanical, optical, and electrical engineers and scientists, specializing in the development of custom lasers, lidars, 3-D imaging systems, including ground-based, airborne and space-based systems. Our team takes pride in the devices and systems we design and build, allowing us to be at the forefront of advanced laser and sensor system technology.

Industry
Aviation & Aerospace
Company Size
201-500 employees
Headquarters
Herndon, VA
Year Founded
1983
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