Data Scientist — ML, NLP & Federal Analytics

Ho-Chunk, Inc.; Fairfax (VA); On-site; USD 140,000 - 153,000; Full time

Job summary

All Native Group is seeking a Data Scientist to support a Federal Agency enterprise data management and analytics program. You will develop and refine ML/AI models, apply NLP to unstructured data, and collaborate in an Agile team to advance mission objectives.

A DEA security clearance is required, and the position is based at DEA facilities in Virginia. The role involves building models, validating outputs, deploying APIs, and designing ETL processes for data preparation, with a compensation

Qualifications

• 3+ years of experience with at least one analytical language (Python, R or SQL).
• 2+ years of custom ML/AI model training, including NLP for unstructured data.
• 3+ years of SQL database and coding.
• 2+ years of experience with data visualization tools.
• 2+ years of ability to manipulate unstructured data.
• Experience in an Agile development environment.
• Experience supporting federal law enforcement or mission-focused data programs is a plus.

Responsibilities

• Develop, train, and evaluate ML/AI models (supervised and unsupervised).
• Apply NLP techniques to extract, enrich, and analyze unstructured data.
• Improve entity extraction processes with new entities and models.
• Evaluate data holdings and develop enrichment models for mission goals.
• Prepare structured and unstructured data for model development and analysis.
• Build data visualizations to communicate findings to stakeholders.
• Collaborate in an Agile delivery team and participate in sprints.
• Package and deploy validated models with APIs and automation pipelines.
• Design ETL processes to prepare source data for model training.
• Document model assumptions, data inputs, training parameters, and validation results.

Skills

Python

R

SQL

Data Visualization

NLP

Education

Bachelor's degree in data science or related quantitative field

Tools

Tableau

Job description

All Native Group is seeking a Data Scientist to support a Federal Agency enterprise data management and analytics program. You will develop and refine ML/AI models, apply NLP to unstructured data, and collaborate in an Agile team to advance mission objectives.

A DEA security clearance is required, and the position is based at DEA facilities in Virginia. The role involves building models, validating outputs, deploying APIs, and designing ETL processes for data preparation, with a compensation