Job description

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.

Requirements

Must-haves

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.
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
Linux, Git and AWS

Nice-to-haves

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
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.

Application prep

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Keywords to mirror

machine learningpythonjavaawssqlci/cdllm

Platform: bamboohr
Effort: medium

Benefits

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