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Data Wrangler Jobs in Virginia (NOW HIRING)

Nightwing

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 ...

Jobsbridge

Big Data Architect

Mclean, VA · On-site

$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 ...

Nightwing

Data Engineer

Sterling, VA · On-site

$122K - $253K/yr

  • Medical

  • Dental

  • Vision

  • Retirement

  • PTO

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

Nwis

Data Engineer

Sterling, VA · On-site

$122K - $253K/yr

  • Medical

  • Dental

  • Vision

  • Retirement

  • PTO

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

FRACSYS INC

Data Engineer AWS - US Citizens

Leesburg, VA · On-site

$120K/yr

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 ...

FRACSYS INC

Data Engineer AWS - US Citizens

Leesburg, VA · On-site

$120K/yr

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 ...

FRACSYS INC

Data Engineer AWS - US Citizens

Leesburg, VA · On-site

$120K/yr

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 ...

Fanniemae

Audit Data Science Advisor

Reston, VA

  • Medical

  • Life

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 ...

KPMG

Senior Specialist, Federal Data Scientist

Mclean, VA · On-site

  • Medical

  • Dental

  • Vision

  • Life

  • Retirement

  • PTO

Experience analyzing / wrangling data utilizing Python, SQL, R. Alteryx, SAS, or other commonly used software and platforms * Experience with data science, machine learning, data simulation, and ...

NAVA Software Solutions

Data Scientist

Merrifield, VA · On-site

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 ...

KPMG

Senior Associate, Federal Data Analyst

Mclean, VA · On-site

$86K - $109K/yr

  • Medical

  • Dental

  • Vision

  • Life

  • Retirement

  • PTO

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 ...

SteerBridge

Senior Data Scientist

Vienna, VA

$160K - $180K/yr

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 ...

Nightwing

Data Engineer with Security Clearance

Sterling, VA · On-site

$122K - $253K/yr

  • Medical

  • Dental

  • Vision

  • Retirement

  • PTO

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

SteerBridge

Senior Data Scientist

Vienna, VA · On-site

  • Medical

  • Dental

  • Vision

  • Life

  • Retirement

  • PTO

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 ...

SteerBridge

Senior Data Scientist

Vienna, VA · On-site

  • Medical

  • Dental

  • Vision

  • Life

  • Retirement

  • PTO

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 ...

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All JobsData Wrangler JobsData Wrangler Jobs in Virginia

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 12, 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:
Data Wrangler jobs near you
Infographic showing various Data Wrangler job openings in Virginia as of August 2026, with employment types broken down into 1% As Needed, 85% Full Time, 11% Part Time, and 3% Contract. Highlights an 86% Physical, 4% Hybrid, and 10% Remote job distribution, with an average salary of $163,603 per year, or $78.7 per hour.

Senior Specialist, Federal Data Scientist

KPMG US

Mclean, VA • On-site

Full-time

Re-posted 10 days ago

Job description

Job Summary:
KPMG is a leading advisory firm that prioritizes the growth and development of its professionals. They are currently seeking a Senior Specialist to join their Federal Advisory practice, where the role involves supporting client solutions through analytics and data wrangling, as well as deriving insights from data.
Responsibilities:
• Support delivery of client solutions utilizing analytics, exploratory data analysis, data wrangling, and ETL
• Derive insights from data using analytics and data wrangling tools (e.g. - Python, R. Alteryx, SQL, SAS)
• Perform operations to prepare data for analysis (e.g. - data cleansing, data integration, data transformation)
• Gather analytic requirements from clients and technical / non-technical audiences on analytic results
• Develop documentation and guides for analytics usage / maintenance
Qualifications:
Required:
• A minimum of three years of technical data science / data analytics experience; U.S. Federal government consulting experience preferred
• Bachelor's degree from an accredited college/university
• Experience analyzing / wrangling data utilizing Python, SQL, R. Alteryx, SAS, or other commonly used software and platforms
• Experience with data science, machine learning, data simulation, and optimization concepts / techniques
• Strong communication skills and ability to discuss technical concepts with non-technical audiences
• Position requires individuals to work daily on client-site
• Applicant must possess a U.S. Government TS/SCI clearance
Company:
KPMG is one of the world’s leading professional services firms and the fastest growing Big Four accounting firm in the United States. Founded in 2010, the company is headquartered in New York, USA, with a team of 10001+ employees. The company is currently Late Stage.

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