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Data Engineer - AI/ML

iNovex Information Systems
United States, Virginia, Tysons Corner
Sep 04, 2024
Job Brief

AI/ML; big data

Job Description

We're searching for talented individuals who provide data engineering and artificial intelligence/ machine learning support a key government customer. This program will maximize the effectiveness and efficiency of our country's most important missions both at home and abroad. If you are ready to support a high-performing team that truly makes a difference, thencome join us!

Job Description:

We are looking for an AI/ ML Engineer to utilize AI/ML solutions to better optimize data within a DoD customer environment. The ideal candidate will have a background in AI/ML Engineering, be familiar with AI/ML solutions, and have experience leveraging AI/ML to better optimize data. This individual will apply data mining techniques, perform statistical analysis, and build high-quality prediction models. The AI/ML Engineer'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 AI/ ML Engineer shall possess the following capabilities:



  • Develop and train Large Language Models (LLMs) in support of the customer mission.
  • Investigate business area processes for creative implementation of LLMs.
  • Apply data mining techniques to perform statistical analysis.
  • Assists with technical planning activities, including roadmap development and systems integration.
  • 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.
  • Participates in the development of technical project plans, reports, and contract (e.g., PMR) briefings.
  • Look for new capabilities for our data and data platform.


Qualifications:



  • Bachelors of Science in Software Engineering, Science, Mathematics, or related technical discipline, or the equivalent combination of education, technical training, or work/military experience
  • Five (5) or more years of related experience data engineering experience
  • Experience with Large Language Model (LLM) architectures and training procedures.
  • Knowledgeable of cloud solutions (ex - Databricks, Snowflake, etc.)
  • Big Data Frameworks such as Spark or Hadoop
  • Data Science frameworks such as Keras, Tensorflow, or Theano
  • Experience with building querying ontologies such as Zeno, OWL, RDF, SparQL
  • Experience with GPU processing of data using Python or Java
  • Experience with word2vec or doc2vec algorithms.
  • Skilled in Java and Python
  • Must know to use an IDE to code (ex - Visual Studio Code, IntelliJ, Eclipse, NetBeans)
  • Experience with interacting in a Linux environment (ex - Bash scripting, VI)
  • Intrapersonal communication skills
  • Ability to work well in a constantly evolving work environment.


Desired Qualifications:



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


Position requires active Security Clearance with appropriate Polygraph

RealmOne is a mid-sized science and technology company dedicated to solving our customers' toughest mission challenges.

Headquartered in Columbia, MD., RealmOne supplies advanced cybersecurity, data science and software engineering services and products to customers in the Government and commercial sectors.

RealmOne has won numerous awards, to include Top Workplaces by the Baltimore Sun. Across more than 20 prime contracts, RealmOne is a premiere innovator for the Government and Department of Defense, and our team is located across the United States. RealmOne has won numerous awards, to include Top Workplaces by the Baltimore Sun. Across more than 20 prime contracts, RealmOne is a premiere innovator for the Government and Department of Defense, and our team is located across the United States.

We're an equal opportunity employer. All applicants will be considered for employment without attention to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status.


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