1

Data Wrangler Jobs in Virginia (NOW HIRING)

Data Engineer

Sterling, VA · On-site

$113K - $136K/yr

Experience with data wrangling techniques for cleaning, transforming, and preparing data for analysis. • AWS Certified Data Analytics Specialty • Microsoft Certified: Azure Data Engineer ...

Big Data Architect

Mclean, VA

$64.50 - $83/hr

... wrangling of heterogeneous data and explore and discover new insights - Analysis, architecture, design, and development of data warehouse and business intelligence solutions - Mentor junior team ...

Data Engineer

Sterling, VA · On-site

$122K - $253K/yr

Data Wrangling: Experience with data wrangling techniques for cleaning, transforming, and preparing data for analysis. Desired Certs: * AWS Certified Data Analytics Specialty * Microsoft Certified:

Data Wrangling: Experience with data wrangling techniques for cleaning, transforming, and preparing data for analysis. Desired Certs: * AWS Certified Data Analytics Specialty * Microsoft Certified:

Data extraction, Data cleaning, Data Loading, Statistical Data Analysis, Exploratory Data Analysis, Data Wrangling, * Write complex SQL queries and stored procedures to extract, manipulate, and ...

Data extraction, Data cleaning, Data Loading, Statistical Data Analysis, Exploratory Data Analysis, Data Wrangling, * Write complex SQL queries and stored procedures to extract, manipulate, and ...

Experience building end-to-end data science solutions using AWS data services such as Redshift, Athena, S3, and AWS Data Wrangler. * Strong analytical skills to support testing, validation, model ...

Data extraction, Data cleaning, Data Loading, Statistical Data Analysis, Exploratory Data Analysis, Data Wrangling, * Write complex SQL queries and stored procedures to extract, manipulate, and ...

Advanced skill data mining, data wrangling, and data transformation with both structured and unstructured data; deep understanding of data models * Advanced skill interpreting, extrapolating, and ...

Senior Associate, Federal Data Analyst

Mclean, VA · On-site

$86K - $109K/yr

Experience in analyzing and wrangling data using Python, SQL, R, Alteryx, SAS, Databricks, Qlik, or other commonly used software * Basic knowledge of data science and machine learning concepts and ...

Demonstrated high proficiency in data wrangling and documentation. * Solid technical skills across a wide variety of tools and data platforms. * Able to successfully prioritize and manage multiple ...

Demonstrated high proficiency in data wrangling and documentation. * Solid technical skills across a wide variety of tools and data platforms. * Able to successfully prioritize and manage multiple ...

Senior Associate, Federal Data Analyst

Mclean, VA · On-site

$86K - $109K/yr

Lead delivery of client solutions using analytics, exploratory data analysis, data wrangling, and ETL * Derive insights from data using analytics and data wrangling tools (e.g., Python, R, Alteryx ...

Demonstrated high proficiency in data wrangling and documentation. * Solid technical skills across a wide variety of tools and data platforms. * Able to successfully prioritize and manage multiple ...

Support the delivery of client solutions using advanced analytics, exploratory data analysis, data wrangling, and ETL processes within a SAFe Agile environment. * Derive insights from data and build ...

next page

Showing results 1-20

Data Wrangler information

See Virginia salary details

$45.6K

$163.6K

$241.4K

How much do data wrangler jobs pay per year?

As of Aug 8, 2026, the average yearly pay for data wrangler in Virginia is $163,603.00, according to ZipRecruiter salary data. Most workers in this role earn between $132,400.00 and $168,500.00 per year, depending on experience, location, and employer.

What challenges do data wranglers face and how do they navigate them?

Data Wranglers often encounter challenges such as inconsistent or incomplete datasets, merging data from multiple sources, and addressing ambiguous data definitions. To navigate these issues, they work closely with data engineers, analysts, and subject matter experts to clarify data requirements and apply robust validation processes. Effective communication and creative problem-solving are key to diagnosing and resolving data quality issues. By mastering a variety of technical tools and adopting meticulous data documentation practices, Data Wranglers play a crucial role in ensuring that downstream analytics are reliable and actionable.

What is a data wrangler?

A Data Wrangler is responsible for collecting, cleaning, and organizing raw data from various sources to make it usable for analysis. They preprocess data by handling missing values, formatting inconsistencies, and eliminating errors to ensure accuracy. Data Wranglers work closely with data analysts and data scientists to prepare structured datasets for insights and decision-making. Their role often involves scripting, automation, and utilizing tools like Python, SQL, and data transformation platforms.

What skills and qualifications are needed to be a data wrangler?

To thrive as a Data Wrangler, you need a strong background in data cleaning, transformation, and analysis, usually supported by a degree in computer science, statistics, or a related field. Familiarity with tools like Python, R, SQL, Excel, and data visualization platforms, as well as knowledge of ETL processes, is typically required. Detail orientation, problem-solving skills, and clear communication are vital soft skills for this role. These skills are important for ensuring that raw data is accurately refined and prepared for meaningful analysis by data scientists and business stakeholders.

What are popular job titles related to Data Wrangler jobs in Virginia? For Data Wrangler jobs in Virginia, the most frequently searched job titles are:
What job categories do people searching Data Wrangler jobs in Virginia look for? The top searched job categories for Data Wrangler jobs in Virginia are:
What cities in Virginia are hiring for Data Wrangler jobs? Cities in Virginia with the most Data Wrangler job openings:
Infographic showing various Data Wrangler job openings in Virginia as of August 2026, with employment types broken down into 1% As Needed, 82% Full Time, 13% Part Time, and 4% Contract. Highlights an 87% Physical, 3% Hybrid, and 10% Remote job distribution, with an average salary of $163,603 per year, or $78.7 per hour.

Data Engineer

Nightwing

Sterling, VA • On-site

$113K - $136K/yr

Full-time

Re-posted 23 days ago


Job description

Job Summary:
Nightwing Intelligence Solutions is a company that provides advanced cyber and data operations services. They are seeking a Data Engineer to work on engineering, installing, operating, and sustaining databases and repositories, ensuring data collections are processed efficiently and supporting mission partners with their analytics and dissemination needs.
Responsibilities:
• Develop and maintain data and metadata policies and procedures for structural design and development to build, maintain and leverage the unified data storage, data lake, and lake house. ensuring integration with SYSTEM data standards.
• Engineer the design, development, deployment, implementation and support of major databases and metadata structures to include the review and evaluation of database performance and optimization.
• Develop plans for, and tools to enhance, the transition of legacy data to the SYSTEM during install as well as transition of development and/or production environment to new technology
• Recommend and plan server/ cloud compute/storage resource recapitalization for Sponsor consideration
• Provide comprehensive assessments of the technical characteristics of proposed installations and alternatives considered to optimize database performance
• Develop methods of ensuring data incompatibilities among systems are systematically eliminated
• Diagnose, isolate and expediently resolve complex problems pertaining to data infrastructure
• Baseline and forecast server performance data; refine server hardware and software configurations
• Manage, monitor and administer database system performance/schedule activities; oversee daily performance; perform backups/restores; archive data; provide technical assistance and support
• Monitor industry trends and directions in database technology and tools; develop and present substantive technical recommendations to the Sponsor.
• Compose technical documents including Design, Deployment, System specifications and Mission Partner baselines, updates, user's manuals, training materials, installation guides, proposals, and reports.
Qualifications:
Required:
• SQL: Proficiency in writing and executing SQL queries for data manipulation and analysis.
• Data Modeling: Understanding of data modeling principles and ability to design data structures that meet business requirements.
• ETL/ELT Processes: Experience with Extract, Transform, and Load (ETL) or Extract, Load, and Transform (ELT) processes and tools.
• Cloud Platforms: Familiarity with cloud computing platforms such as AWS, Azure, or Google Cloud Platform.
• Programming Languages: Proficiency in Python or Java for data manipulation and scripting.
• Data Warehousing: Understanding of data warehousing concepts and experience with data warehouse technologies.
• Data Governance and Security: Knowledge of data governance principles and best practices for data security and privacy.
Preferred:
• Big Data Technologies: Experience with technologies like Apache Hadoop, Spark, or Kafka.
• Data Visualization: Ability to create data visualizations using tools like Tableau or Power BI.
• Data Pipeline Orchestration: Experience with data pipeline orchestration tools like Airflow or Luigi.
• Data Quality Tools: Familiarity with data quality tools and techniques for identifying and resolving data quality issues.
• Data Wrangling: Experience with data wrangling techniques for cleaning, transforming, and preparing data for analysis.
• AWS Certified Data Analytics Specialty
• Microsoft Certified: Azure Data Engineer Associate
• Google Cloud Certified Professional Cloud Data Engineer
• IBM Data Engineering Professional Certificate
• IBM Data Warehouse Engineer Professional Certificate
• Meta Database Engineer Professional Certificate
Company:
Nightwing provides cyber, data operations, systems integration, and intelligence services for government and commercial customers. Founded in 2024, the company is headquartered in Sterling, USA, with a team of 1001-5000 employees. The company is currently Late Stage.