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Data Cleaning Jobs in Virginia (NOW HIRING)

AaraTechnologies Inc

DATA ANALYST

Virginia Beach, VA · On-site

Collect, clean, and analyze healthcare data from multiple sources * Create and maintain reports and dashboards using Tableau, Power BI, or Excel * Perform data validation, quality checks, and ...

New

BAE Systems

Data Scientist Sr

Reston, VA · On-site

Produce data cleaning, basic analysis, and preparation for visualization * Develop dashboards and perform routine data quality checks * Perform data preprocessing, data integration, quality checks ...

BAE Systems

Data Eng II

Reston, VA · On-site

$121K - $145K/yr

Produce data cleaning, basic analysis, and preparation for visualization * Develop dashboards and perform analysis using AI techniques * Provide data preprocessing, quality checks, data integration ...

BAE Systems

Data Eng Sr

Reston, VA · On-site

$121K - $145K/yr

Produce data cleaning, basic analysis, and preparation for visualization * Develop dashboards and perform analysis using AI techniques * Provide data preprocessing, quality checks, data integration ...

Cymertek Corporation

Data Scientist

Reston, VA · On-site

... data cleaning and preprocessing • Bachelor's Degree in Computer Science, Data Science, Statistics, Mathematics, Applied Mathematics, Engineering, Economics, Physics, Operations Research ...

Cymertek Corporation

Data Scientist

Chantilly, VA · On-site

... data cleaning and preprocessing • Bachelor's Degree in Computer Science, Data Science, Statistics, Mathematics, Applied Mathematics, Engineering, Economics, Physics, Operations Research ...

Insilico Logix

Data Analyst

Herndon, VA · On-site

$60K - $70K/yr

... cleaning and data coding. - Merge multiple datasets using advanced functions of Excel and other statistical applications. - Design, conduct, analyze and report on quantitative and qualitative ...

Hatch IT

Junior Data Engineer (DEA)

Arlington, VA · On-site

$131K - $158K/yr

Support data cleaning, standardization, classification, and tagging activities. * Collaborate with analysts, data scientists, engineers, and business stakeholders to translate requirements into data ...

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Data Cleaning information

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How much do data cleaning jobs pay per hour?

As of Sep 2, 2026, the average hourly pay for data cleaning in Virginia is $40.35, according to ZipRecruiter salary data. Most workers in this role earn between $16.36 and $64.52 per hour, depending on experience, location, and employer.

What is a data cleaning?

A Data Cleaning job involves identifying and correcting errors, inconsistencies, and inaccuracies in datasets to ensure high-quality data for analysis. This process includes removing duplicate records, filling in missing values, standardizing formats, and eliminating irrelevant or erroneous data. Data cleaning helps improve data accuracy, reliability, and usability for business intelligence, machine learning, and decision-making. Professionals in this role typically work with databases, spreadsheets, and data management tools to refine raw data into a structured and meaningful format.

What are the key skills and qualifications needed to thrive in data cleaning, and why are they important?

To thrive in Data Cleaning, you need a strong attention to detail, analytical skills, and a solid understanding of data management practices, often supported by training or coursework in data science, statistics, or information technology. Familiarity with tools like Microsoft Excel, SQL, Python (with libraries such as pandas), or specialized data cleaning software is highly valuable. Excellent problem-solving abilities, persistence, and effective communication are important soft skills for identifying and addressing data inconsistencies while collaborating with other team members. These skills are essential to ensure that datasets are accurate, reliable, and ready for analysis, leading to trustworthy business insights.

What are the most common challenges faced by professionals in data cleaning roles?

One of the biggest challenges in data cleaning is dealing with incomplete, inconsistent, or duplicate data from multiple sources, which often requires creative problem-solving and close attention to detail. Communicating with team members to clarify data definitions and intended use is also a frequent part of the job, as misinterpretations can lead to errors. Additionally, deadlines and large datasets can make the role fast-paced, so strong organizational skills and efficiency are important. However, overcoming these challenges offers valuable experience and plays a crucial role in ensuring the success of projects that depend on high-quality data.

What skills are needed for data cleaning?

Data cleaning requires skills in data analysis, attention to detail, and proficiency with tools like Excel, SQL, or data cleaning software. Knowledge of data formats, basic programming (e.g., Python or R), and understanding of data quality principles are also important for effective data cleaning tasks.

What are the most commonly searched types of Data Cleaning jobs in Virginia?

The most popular types of Data Cleaning jobs in Virginia are:

What are popular job titles related to Data Cleaning jobs in Virginia?

For Data Cleaning jobs in Virginia, the most frequently searched job titles are:

What job categories do people searching Data Cleaning jobs in Virginia look for?

The top searched job categories for Data Cleaning jobs in Virginia are:

What cities in Virginia are hiring for Data Cleaning jobs?

Cities in Virginia with the most Data Cleaning job openings:

Data Cleaning jobs near you
Infographic showing various Data Cleaning job openings in Virginia as of August 2026, with employment types broken down into 83% Full Time, 8% Part Time, and 9% Contract. Highlights an 79% In-person, 5% Hybrid, and 16% Remote job distribution, with an average salary of $83,935 per year, or $40.4 per hour.

DATA ANALYST

AaraTechnologies Inc

Virginia Beach, VA • On-site

Other

Posted 2 days ago

New

Job description

Data Analyst Healthcare (2-3 Years Experience)

Company: AaraTech Inc

About the Role

AaraTech Inc is seeking a detail-oriented Data Analyst Healthcare (2-3 years experience) to support healthcare reporting, analytics, and data quality initiatives. This role is ideal for early-career professionals who enjoy working with healthcare data, building reports, and delivering insights that support business and operational decision-making.

Key Responsibilities
  • Collect, clean, and analyze healthcare data from multiple sources
  • Create and maintain reports and dashboards using Tableau, Power BI, or Excel
  • Perform data validation, quality checks, and reconciliation
  • Write SQL queries to extract and analyze healthcare data
  • Support KPI tracking, trend analysis, and recurring performance reports
  • Collaborate with business stakeholders to understand reporting needs
  • Document report logic, metrics, and data definitions
  • Assist with ad-hoc analysis and business reviews
Required Qualifications
  • 2-3 years of experience in Data Analysis, Reporting, or a related role
  • Bachelor s degree in Data Analytics, Business, Healthcare Administration, or a related field (or equivalent experience)
  • Working knowledge of SQL
  • Experience with BI tools such as Tableau, Power BI, or Looker
  • Strong Excel skills (pivot tables, formulas, charts)
  • Understanding of data cleaning, validation, and basic analytics
  • Strong attention to detail and communication skills

Skills

Healthcare Data Analysis, SQL, Tableau, Power BI, Excel (Pivot Tables, Advanced Formulas), Data Cleaning, Data Validation, Data Quality, KPI Reporting, Dashboard Development, Trend Analysis, Healthcare Metrics, Documentation, Stakeholder Communication

Why Join AaraTech Inc?
  • Hands-on healthcare analytics experience
  • Career growth opportunities
  • Mentorship and training programs
  • Flexible and remote-friendly work environment

Apply