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Data Scientist / Software Engineer (NLP & Java) - Expert | TS/SCI w/ Poly

McLean, Virginia, United States

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Work setup
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Active TS/SCI with Polygraph required. U.S. citizenship required. Location: On-site in McLean, VA (Full-Time). Bridge data science and production software. You'll build NLP and machine learning capabilities in Python and ship them inside Java/Spring applications on AWS for a federal national-security mission.
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Apply at Fallstech

What you’ll work on

Full posting
  • You'll build NLP and machine learning capabilities in Python and ship them inside Java/Spring applications on AWS for a federal national-security mission.

  • Build NLP capabilities with spaCy, Gensim, NLTK and Hugging Face Transformers

From the employer’s posting
Location: On-site in McLean, VA (Full-Time). Bridge data science and production software. You'll build NLP and machine learning capabilities in Python and ship them inside Java/Spring applications on AWS for a federal national-security mission. What you'll do
What you'll do Build NLP capabilities with spaCy, Gensim, NLTK and Hugging Face Transformers - Develop and integrate deep learning models in PyTorch, TensorFlow or Keras

Tools in this posting

  • Java
  • Python
  • AWS
  • PyTorch
  • TensorFlow
  • SQL
  • Keras
  • Huggingface
  • Transformers
Source — Tool mentions in context
Location: On-site in McLean, VA (Full-Time). Bridge data science and production software. You'll build NLP and machine learning capabilities in Python and ship them inside Java/Spring applications on AWS for a federal national-security mission. What you'll do
- - Develop and integrate deep learning models in PyTorch, TensorFlow or Keras - - Build backend services in Java, Spring and Spring Data JPA on Oracle/SQL - - Deploy on AWS and Linux with Git, Jenkins and Apache Tomcat
Nice to have - Strong Java: Spring, Spring Data JPA, multithreading, JVM tuning - - Maven/Gradle, Jenkins CI/CD, Oracle, Tomcat
- Active TS/SCI with Polygraph - - Strong Python and NLP experience (spaCy, Gensim or NLTK) - - PyTorch, TensorFlow or Keras
- - Build backend services in Java, Spring and Spring Data JPA on Oracle/SQL - - Deploy on AWS and Linux with Git, Jenkins and Apache Tomcat - - Integrate models into operational applications and workflows
- - SQL - - Linux, Git and AWS Nice to have
- Build NLP capabilities with spaCy, Gensim, NLTK and Hugging Face Transformers - - Develop and integrate deep learning models in PyTorch, TensorFlow or Keras - - Build backend services in Java, Spring and Spring Data JPA on Oracle/SQL
- - Strong Python and NLP experience (spaCy, Gensim or NLTK) - - PyTorch, TensorFlow or Keras - - SQL
- - PyTorch, TensorFlow or Keras - - SQL - - Linux, Git and AWS
What you'll do - Build NLP capabilities with spaCy, Gensim, NLTK and Hugging Face Transformers - - Develop and integrate deep learning models in PyTorch, TensorFlow or Keras

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Oct 14, 2026 · 1d ago
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Job description

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Active TS/SCI with Polygraph required. U.S. citizenship required.

Location: On-site in McLean, VA (Full-Time).


Bridge data science and production software. You'll build NLP and machine learning capabilities in Python and ship them inside Java/Spring applications on AWS for a federal national-security mission.


What you'll do

  • Build NLP capabilities with spaCy, Gensim, NLTK and Hugging Face Transformers
  • - Develop and integrate deep learning models in PyTorch, TensorFlow or Keras
  • - Build backend services in Java, Spring and Spring Data JPA on Oracle/SQL
  • - Deploy on AWS and Linux with Git, Jenkins and Apache Tomcat
  • - Integrate models into operational applications and workflows

What you bring (required)

  • Active TS/SCI with Polygraph
  • - Strong Python and NLP experience (spaCy, Gensim or NLTK)
  • - PyTorch, TensorFlow or Keras
  • - SQL
  • - Linux, Git and AWS

Nice to have

  • Strong Java: Spring, Spring Data JPA, multithreading, JVM tuning
  • - Maven/Gradle, Jenkins CI/CD, Oracle, Tomcat
  • - Text classification, topic modeling or LLM fine-tuning
  • - GPU workloads

Why Falls

A 9% retirement contribution, 100% of family medical premiums paid, and 4 weeks of PTO. We're a small business that's been delivering since 2019, so your work is visible and your voice counts.


Falls Technology is an Equal Opportunity Employer. All qualified applicants will receive consideration without regard to race, color, religion, sex, national origin, disability, or protected veteran status.

Your next step

  • Have your CV and examples of relevant work ready.
  • Check the listed location, eligibility and core experience before starting.
  • Ask the employer about the salary range before committing time to the process.

Complete your application on fallstech.bamboohr.com. The employer’s form will show what is required.

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Pay

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Location & working pattern

McLean, Virginia, United States

Active TS/SCI with Polygraph required. U.S. citizenship required. Location: On-site in McLean, VA (Full-Time). Bridge data science and production software. You'll build NLP and machine learning capabilities in Python and ship them inside Java/Spring applications on AWS for a federal national-security mission.
Work authorization
Active TS/SCI with Polygraph required. U.S. citizenship required. Location: On-site in McLean, VA (Full-Time).

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