AI/ML Data Engineer

3 weeks ago

Tysons, United States GCI, Inc. Full time

GCI, embodies excellence, integrity and professionalism. The employees supporting our customers deliver unique, high-value mission solutions while effectively leverage the technological expertise of our valued workforce to meet critical mission requirements in the areas of Data Analytics and Software Development, Engineering, Targeting and Analysis, Operations, Training, and Cyber Operations. We maximize opportunities for success by building and maintaining trusted and reliable partnerships with our customers and industry.

At GCI, we solve the hard problems. As a AI/ML Data Engineer, a typical day will include the following duties:

 

JOB DESCRIPTION

The AI/ML Engineer will be a member of a small team tasked with initiating an AI/ML initiative for the customer.  The ideal candidate will have a background in AI/ML Engineer that can develop algorithms, write scripts, build predictive analytics, use automation, apply machine learning, and use the right combination of tools and frameworks to turn a set of data points into objective answers to help senior leadership make informed decisions. The candidate will apply data mining techniques perform statistical analysis, and build high-quality prediction models. The candidate’s ability to obtain data through advanced computerized models and extrapolation of data patterns through advanced algorithms to explain how the information will influence the specific project will be an essential function to providing customers a better comprehension of the data.

The candidate will work closely with customer management, other project managers, system architects, data scientists, data engineers, and machine learning engineers to formulate recommendations for enhancements and improvements geared towards utilizing innovative engineering solutions.

REQUIRED KNOWLEDGE/SKILLS

  1. BS/BA in Software Engineering, Science, Mathematics, or similar OR equivalent combination of education and experience
  2. Familiarization with Large Language Model (LLM) architectures and training procedures
  3. Big Data Frameworks such as Spark or Hadoop
  4. Data Science frameworks such as Keras, Tensorflow, or Theano
  5. Experience with GPU processing
  6. Proficient in Java and Python
  7. Must know to use an IDE to code (ex – Visual Studio Code, IntelliJ, Eclipse, NetBeans)
  8. Experience with interacting in a Linux environment (ex - Bash scripting, VI)
  9. Intrapersonal communication skills
  10. Ability to work well in a constantly evolving work environment

DESIRED KNOWLEDGE/SKILLS

  1. Familiarity with Source code management and integration (ex - GitHub/GitLab, Jenkins)
  2. Hands on experience with cloud technology (AWS / C2S)
  3. Experience in an Agile environment
  4. Experience with testing frameworks (ex - Junit, Mockito, Swagger, Postman)
  5. Experience with relational databases (ex - Oracle / MySql)
  6. Experience with JavaScript / Typescript
  7. Experience with front end development (ex - Angular 2+, React, HTML, CSS, JQuery)

KEY RESPONSIBILITES

  1.  Develop and train Large Language Models (LLMs) in support of the customer mission
  2.  Investigate business area processes for creative implementation of LLMs
  3. Apply data mining techniques to perform statistical analysis
  4. Assists with technical planning activities, including roadmap development and systems integration.
  5. Collaborates with a variety of customers and contractors on a regular basis, which may include technical consultation, meeting coordination and support (e.g., TEMs), and preparation/support of technical briefings.
  6. Participates in the development of technical project plans, reports, and contract (e.g., PMR) briefings.

*A candidate must be a US Citizen and requires an active/current TS/SCI with Polygraph clearance. 

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