Data Scientist

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, a division of Ho Chunk Incorporated, is seeking a Data Scientist to support a Federal Agency enterprise data management and analytics program. Working within the Analytic team, the Data Scientist develops and refines machine learning and AI models, performs entity extraction and enrichment across large and complex datasets, and applies natural language processing techniques to unstructured data to advance the customer's mission objectives. This position supports an active federal contract. Any offer of employment is contingent upon Government approval of the candidate and successful completion of the DEA security clearance process.

Essential Functions

• Develop, train, and evaluate custom machine learning and AI models, including both supervised and unsupervised approaches.
• Apply natural language processing (NLP) techniques to extract, enrich, and analyze unstructured data.
• Improve and expand existing entity extraction processes, incorporating new entities and models to improve analytic outcomes.
• Evaluate enterprise data holdings and develop models and techniques that enrich data toward mission advantage.
• Manipulate, cleanse, and prepare structured and unstructured data for model development and analysis.
• Build data visualizations that communicate analytic findings to technical and non-technical stakeholders.
• Collaborate within an Agile delivery team, participating in sprint planning, reviews, and continuous delivery.
• Conduct model validation for accuracy, stability, and bias detection.
• Establish model monitoring and retraining to detect performance drift.
• Package and deploy validated models, including the required APIs and automation pipelines.
• Design and implement ETL processes to prepare source data for model training.
• Document model assumptions, data inputs, training parameters, and validation results.

Competencies

• 3+ years of in-depth experience with at least one analytical or statistical language (for example, Python, R, or SQL).
• 2+ years of custom Machine Learning and AI model training, to include supervised and unsupervised methods, and Natural Language Processing (NLP) expertise focused on unstructured data.
• 3+ years of experience with SQL database and coding.
• 2+ years of experience with data visualization tools.
• 2+ years of experience with the ability to manipulate unstructured data.
• Experience working in a fast-paced Agile development environment.
• Experience supporting federal law enforcement or mission-focused data programs is a plus.

Supervisory Responsibility

None for this position

Physical Demands

• Must be able to remain in a stationary position 75% of the time.
• Occasionally moves about inside the office to access file cabinets, office machinery, etc.
• Constantly operates a computer and other office productivity machinery, such as a calculator, copy machine, and computer printer.
• Expresses or exchanges ideas by means of the spoken word. Those activities in which they must convey detailed or important spoken instructions to other workers accurately, loudly or quickly.
• Frequently moves standard office equipment up to 25 pounds.
• Must be able to work indoor conditions 90% of the time.

While performing the duties of this job, the employee is regularly required to talk or hear. The employee frequently is required to stand; walk; use hands to finger, handle or feel; and reach with hands and arms.

Position Type/Expected Hours of Work

Work will take place at the DEA facilities in Arlington, VA and Merrifield, VA. This is a full-time position with flexible hours based on mission requirements.

Travel

Occasional CONUS travel may be required for meetings, conferences, or training.

Education

Bachelor’s degree in data science or a related quantitative field. Experience can be considered in lieu of education.

Compensation And Benefits

The expected compensation range for this position is $140,000.00-$153,000.00 per year (annualized hourly rate of pay). We offer comprehensive benefits that allow you to balance work and life. A benefits summary is available from this link: https://jobs.allnativegroup.com/categories/1/benefits/1/employee-benefits

Drug Free Workplace

All Native Group is a Drug Free Workplace. It is our policy that all new hires must successfully complete a pre-employment drug screen as a condition of employment. In addition, all employees are subject to random drug screens throughout the term of their employment with All Native Group.

Security Clearance

Active secret clearance is required

AAP/EEO Statement

All Native Group is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran. However, preference may be extended to persons of Indian descent in accordance with applicable laws.

About Ho-Chunk, Inc. & All Native Group

Ho-Chunk, Inc. is an award-winning economic development corporation of the Winnebago Tribe of Nebraska. Our mission is to provide long-term economic development for the Winnebago Tribe and job opportunities for Tribal members.

All Native Group Is a Network Of Small Businesses That Support The Critical Missions Of Various U.S. Government Customers. Our Capabilities Include Telecommunications, Health, Logistics, Specialized Training, Professional Services, And IT Solutions. Since Earning Our First Federal Contract In 2004, We Have Continued To Grow And Diversify Our Services While Maintaining a Strong Commitment To Excellence. As a Tribally Owned Organization, All Native Group Operates Multiple Subsidiary Businesses, Providing Clients With The Advantages Of Working With a Small Business While Leveraging The Resources And Expertise Of a Larger, Established Company. Our Work Is Guided By Our Core NATIVE Values

• Native American Owned & Proud - Serving the Winnebago Tribe of Nebraska.
• Accountable - To always do what's right.
• Team-Focused - For inclusive progress.
• Innovative - In creating solutions.
• Visionary - In our purpose and direction.
• Excellence - Through learning and performance.

Other Duties

Please note this job description is not designed to cover or contain a comprehensive listing of activities, duties or responsibilities that are required of the employee for this job. Duties, responsibilities, and activities may change at any time with or without notice.