Data Scientist
Data Scientist
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Salary Not Disclosed
1 Vacancy
Job Description
Red Gate Group is seeking a talented Data Scientist to join our team supporting the Defense Threat Reduction Agency (DTRA) in Reston VA or Ft. Belvoir VA. As a Data Scientist you will have a strong background in machine learning natural language processing (NLP) and large language model (LLM) implementation to drive impactful solutions in a high-security environment. The ideal candidate has 5 years of hands-on experience in applied data science including data exploration cleaning analysis visualization and mining. Youll lead the design and deployment of ML models for document classification extraction summarization and search across large-scale real-time systems. Prior experience with production-level workflows data lakes and streaming technologies like Kafka is essential.
Qualifications :
5 years of experience in applied data science or ML roles with strong Python skills and experience in NLP and LLM implementation
5 years of experience with data exploration data cleaning data analysis data visualization or data mining
Exposure to production-level systems data lake environments and streaming data (e.g. Kafka)
Experience implementing end-to-end ML workflows from data prep to deployment and evaluation
Ability to quickly learn infrastructure or systems concepts (e.g. how pipelines interface with data lakes)
Ability to design implement and iterate on ML models for document classification extraction summarization and search
Ability to take ownership of data science workflows that interact with a production system streaming millions of documents per week
Active TS/SCI clearance
Desired Qualifications:
Experience collaborating with MLOps and infrastructure engineers to ensure robust model deployment monitoring and retraining pipelines
Experience supporting platform components such as distributed storage (e.g. Cloudera) documents indexing/search and GPU workloads
Experience in the development of algorithms leveraging R Python or SQL/NoSQL
Experience with Distributed data/computing tools including MapReduce Hadoop Hive EMR Spark Gurobi or MySQL
Experience with visualization packages including Plotly Seaborn or ggplot2
Bachelors degree
Additional Information :
The Red Gate Group Ltd. is an Equal Opportunity/Affirmative Action Employer. The Red Gate Group Ltd. considers applicants without regard to race color religion age national origin ancestry ethnicity gender gender identity gender expression sexual orientation marital status veteran status disability genetic information citizenship status or membership in any other group protected by federal state or local law. Know Your Rights
Remote Work :
No
Employment Type :
Full-time
Employment Type
Full-time
