# Data Scientist - TS/SCI w/Poly

**Company**: GDIT
**Location**: McLean, VA
**Work arrangement**: onsite
**Experience**: senior
**Job type**: full-time
**Salary**: $212,500 - $287,500
**Category**: Data Science
**Industry**: Technology

**Apply**: https://gdit.wd5.myworkdayjobs.com/en-US/External_Career_Site/job/USA-VA-McLean/Data-Scientist----TS-SCI-w-Poly_RQ224779-1?utm_source=yubhub.co&utm_medium=jobs_feed&utm_campaign=apply
**Canonical**: https://yubhub.co/jobs/job_3403dc84-dae

## Description

The Data Scientist will deploy, fine-tune, and monitor production machine learning models in a production environment.

Additionally, they will provide support in the areas of data extraction, transformation and load (ETL), data mapping, analytics, operations, databases, and maintenance of data and associated systems.

As a member of the team, the candidate will work in a multi-tasking, quick-paced, dynamic, process-improvement environment that requires experience with the principles of data science, data modeling, data mapping, data testing, data quality, and documentation preparation.

This is a mission-focused role requiring experience with deploying models in a production environment against real-time collection.

**Responsibilities:**

- Create and maintain custody of production machine learning models across a variety of tasks, including but not limited to audio extraction, object recognition, Natural Language Processing (NLP), and other generic classification tasks

- Optimize existing machine learning services to better utilize current GPU capabilities and assist with road mapping future GPU requirements

- Deploy machine learning models against streaming data, designed to provide near-real-time analytics to augment decision-making

- Improve data architecture decisions with data engineers to better stage data for continuous training models in production

- Provide support in the areas of data extraction, transformation and load (ETL), data mapping, analytics, operations, databases, and maintenance of data and associated systems

**Requirements:**

- The position requires an active TS/SCI with Polygraph clearance

- Ten (10+) years of related data science/statistical experience and two (2+) years of software engineering or data engineering experience

- Bachelor's or Technology degree in Engineering or a related specialized area/field, OR equivalent four (4) additional years job-related experience

- Demonstrated experience with the following: Python, Cuda, Kubernetes, CI/CD, Apache Kafka, REST architecture, Open-AI, LLMs, NLP, YOLO/Object Recognition, Whisper/Audio processing

- Demonstrated experience translating data insights into tools or analytic capabilities that inform operational decisions and/or improve processes

- Demonstrated experience with relational databases (SQL, Oracle) and NoSQL databases (Elasticsearch, Neo4J, Redis)

- Demonstrated experience with GPU processing

- Demonstrated experience applying machine learning methodologies to build high-quality prediction models

- Familiar with servers operating systems; Windows, Linux, Distributed Computing, Blade Centers, and cloud infrastructure

- Familiar with database methodologies

- Familiar with Source code management and integration (ex - GitHub/GitLab, Jenkins, RunDeck)

- Familiar with Data Science frameworks such as Keras, Tensorflow, or Theano

- Ability to work well in a fast-paced, constantly evolving work environment with a focus on continual process improvement and a proactive approach to problem-solving

- Excellent organizational, coordination, interpersonal, and team-building skills

**Benefits:**

- 401K with company match

- Comprehensive health and wellness packages

- Internal mobility team dedicated to helping you own your career

- Professional growth opportunities including paid education and certifications

- Cutting-edge technology you can learn from

- Rest and recharge with paid vacation and holidays

## Skills

### Required
- Python
- Cuda
- Kubernetes
- CI/CD
- Apache Kafka
- REST architecture
- Open-AI
- LLMs
- NLP
- YOLO/Object Recognition
- Whisper/Audio processing
- SQL
- Oracle
- Elasticsearch
- Neo4J
- Redis
- GPU processing
- Machine Learning

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Source: [Apply at gdit.wd5.myworkdayjobs.com](https://gdit.wd5.myworkdayjobs.com/en-US/External_Career_Site/job/USA-VA-McLean/Data-Scientist----TS-SCI-w-Poly_RQ224779-1?utm_source=yubhub.co&utm_medium=jobs_feed&utm_campaign=apply)