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Data Cleansing Jobs in Virginia (NOW HIRING)

Ignite Digital

Junior Data Analyst

Chesapeake, VA · On-site

$80K/yr

Handson experience with data cleansing, wrangling, profiling tools, and data quality management. * Familiarity with metadata management, data modeling concepts, data dictionaries, and data catalogs.

KDA Consulting Inc

Data Scientist

Herndon, VA · On-site

Perform data cleansing, feature engineering, and transformation to prepare data for modeling * Apply statistical techniques to validate hypotheses and support analytical findings Data Visualization ...

Curtiss-Wright

SAP Data Migration Lead

Ashburn, VA · On-site +1

$125K - $167K/yr

Develop Data Migration Strategy & Execution plan while managing complex data cleansing and data migration design needs * Lead the lifecycle of data migration work which includes sources & data ...

Photon

Data Quality Engineer - VA

Norfolk, VA · On-site

$110K - $133K/yr

Develop and implement data cleansing strategies to address identified data quality issues. Utilize data profiling tools and techniques to analyze data patterns and identify potential quality issues.

KDA Consulting Inc

Data Scientist

Mclean, VA · On-site

Perform data cleansing, feature engineering, and transformation to prepare data for modeling * Apply statistical techniques to validate hypotheses and support analytical findings Data Visualization ...

KDA Consulting Inc

Data Scientist

Chantilly, VA · On-site

Perform data cleansing, feature engineering, and transformation to prepare data for modeling * Apply statistical techniques to validate hypotheses and support analytical findings Data Visualization ...

KDA Consulting Inc

Data Scientist

Chantilly, VA · On-site

Perform data cleansing, feature engineering, and transformation to prepare data for modeling * Apply statistical techniques to validate hypotheses and support analytical findings Data Visualization ...

Zachary Piper Solutions

Data Engineer

Norfolk, VA · On-site

$95 - $105/hr

... Data Cleansing, Data Wrangling, Data Aggregation, Data Staging, Data Modeling, Data Warehousing, Enterprise Data Management, Data Repository Development, Database Development, Legacy System ...

New

AMERICAN SYSTEMS

Data Engineer - Junior

Quantico, VA · On-site

$110K - $125K/yr

Implement basic data quality checks, validation routines, and data cleansing processes. * Support the integration of structured and semi-structured data sources relevant to capability development and ...

Integral Federal, Inc.

Data Scientist

Mclean, VA · On-site

$90 - $120/hr

Verifiable project experience developing data pipelines for batch or streaming data processing, including data cleansing, standardization, and normalization. * Experience on at least two (2) distinct ...

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All JobsData Cleansing JobsData Cleansing Jobs in Virginia

Data Cleansing information

See Virginia salary details

$33.7K

$81.9K

$134.8K

How much do data cleansing jobs pay per year?

As of Sep 6, 2026, the average yearly pay for data cleansing in Virginia is $81,931.00, according to ZipRecruiter salary data. Most workers in this role earn between $62,000.00 and $96,200.00 per year, depending on experience, location, and employer.

What is data cleansing?

A Data Cleansing job involves identifying and correcting inaccuracies, inconsistencies, and errors in datasets to ensure data quality and reliability. Professionals in this role clean data by removing duplicates, standardizing formats, handling missing values, and validating information. This process improves the accuracy of business insights, enhances decision-making, and optimizes data-driven operations. Data cleansing is commonly required in industries such as marketing, finance, healthcare, and e-commerce, where accurate data is essential for efficiency and compliance.

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

To thrive in Data Cleansing, you need strong analytical skills, attention to detail, and familiarity with data management concepts—ideally supported by a degree in information technology, computer science, or a related field. Proficiency with tools such as Microsoft Excel, SQL, data profiling tools, and, in some cases, data integration platforms or data quality software is highly valuable. Excellent problem-solving abilities, strong communication, and the ability to work both independently and collaboratively are crucial soft skills. These competencies are essential for ensuring the accuracy, consistency, and usability of organizational data, which directly impacts decision-making and operational efficiency.

What are some common challenges faced in data cleansing?

Data Cleansing professionals often encounter challenges such as handling large volumes of inconsistent or incomplete data, identifying duplicate entries, and ensuring accuracy while meeting tight deadlines. They may also need to work with data from multiple sources and formats, requiring adaptability and strong technical know-how. Collaboration with data analysts, IT teams, and business stakeholders is common to ensure the cleaned data meets organizational needs. Overcoming these challenges helps maintain data integrity and directly supports effective business operations.

Is data cleansing hard?

Data cleansing as a job involves identifying and correcting errors, inconsistencies, and inaccuracies in datasets, which can require attention to detail and familiarity with tools like Excel or specialized software. The difficulty depends on the complexity and size of the data, but it generally requires patience and analytical skills.

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

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

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

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

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

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

Data Cleansing jobs near you
Infographic showing various Data Cleansing job openings in Virginia as of August 2026, with employment types broken down into 1% As Needed, 85% Full Time, 12% Part Time, and 2% Contract. Highlights an 86% Physical, 3% Hybrid, and 11% Remote job distribution, with an average salary of $81,931 per year, or $39.4 per hour.

Data Scientist - All Levels

Interclypse, Inc.

Reston, VA • On-site

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Re-posted 8 days ago

Job description

Description

Interclypse is seeking Data Scientists.


The Interclypse difference is our emphasis on employee growth and development through continuous learning, mentorship, and empowerment. Interclypse employees grow in a positive cultivating work environment with endless career opportunities. Let Interclypse empower you by putting you in the driver's seat of your career.


Currently, Interclypse is seeking motivated, career and customer-oriented Data Scientists to join our team to provide exemplary support to our customers and to begin an exciting and rewarding career within Interclypse. As a Data Scientist, you will enjoy leading edge work developing innovative solutions to address data analytics challenges, to collect large volumes of data from varying sources, perform data cleansing, transformation, interpretation, inferencing, create solutions to overcome mission challenges, and communicate with interested stakeholders.

Requirements

Education

  • Degree must be in Mathematics, Applied Mathematics, Statistics, Applied Statistics, Machine Learning, Data Science, Operations Research, or Computer Science is required.

Primary Responsibilities

  • Engage in developing innovative solutions to address data analytics challenges, to collect large volumes of data from varying sources, perform data cleansing, transformation, interpretation, inferencing, create solutions to overcome mission challenges, and communicate with interested stakeholders.
  • To succeed in this position; you need to be curious, creative, and tech-savvy.
  • You need to stay up to date with data processing software and algorithms, have an in-depth understanding of statistics and mathematics and be proficient in writing data processing algorithms.
  • You must be persistent and have excellent analytical and problem-solving skills.
  • Devise strategies for extracting semantic value from large datasets.
  • Develop conclusions from data using mathematics, statistics, computer science, and application specific knowledge and concisely communicate these conclusions.
  • Provide informed recommendations regarding competing technical solutions through awareness of the constantly shifting collections, processing, storage and analytic capabilities and limitations.

Required Skills/Experience

  • Experience with SQL databases and data models (e.g., PostgreSQL , Amazon Aurora)
  • Experience with programming in R, Python, Java
  • Experience with NoSQL databases ( e.g., MongoDB, Accumulo)
  • Experience designing data models and approaches
  • Experience working in a cloud environment ( e.g., AWS, Azure)
  • Experience with Linux
  • Excellent interpersonal skills and ability to get along with data scientists, engineers, and customers at all levels
  • Ability to work in a dynamic team-oriented environment, demonstrate teamwork and initiative, and function productively in a dynamic work environment

Desired Skills/Experience

  • Experience with programming in TensorFlow, PyTorch
  • Experience with Hadoop, MapReduce
  • Experience with Tableau
  • Experience with Cognos
  • Experience with designing, implementing, and using REST APIs
  • Experience with RDF/OWL, SPARQL, and Semantic Web technologies
  • Experience with Statistical and ML analytics and modeling (e.g., R, Spark, etc.) or other deep learning frameworks a plus
  • Experience with Data catalogs and data management
  • Ability to help visualize the data for analysis and to display results

Why You Might Like This Job:

  • You're tired of working for a massive organization.
  • You want to work for an established company that values your stable career.
  • You want to work with a team who loves their job and making cool stuff.
  • You want to be part of a team focused on making a positive impact.
  • You want to grow your skills in management or work toward becoming an expert.
  • You want to have the option for career mentorship, both in technology and in business.
  • You value a company with a strong culture of growth and support.

Benefits:

  • Employee Impact Program. Every employee has the opportunity to define and get rewarded for their contributions they can make toward the long-term health of the company, customer, and employee. This program in combination with our comprehensive time off and leave programs allow you to design a career and compensation program that enables near infinite flexibility while ensuring both company, customer, and individual health and prosperity.
  • Comprehensive time off and leave programs:
    • 31 Days (248 hours) of Paid Personal Time Off (PTO) for any vacation, holidays, illnesses, and birthdays
    • Parental Leave: 40 Hours
    • Bereavement Leave: 24 hours.
    • Military Reserve Leave (up to 80 hours, see employee handbook for details).
    • Jury Duty Leave 16 hours.
  • Retirement: Unlimited 401K match up to 8% of your salary up to the federal maximum
  • Health Insurance (Medical, Dental, Vision): Premium is 100% company paid (contact us for specific plan details).
  • Health Savings Account (HSA): Interclypse contributes $750 for individuals and $1500 for families
  • Vision Insurance
  • Dental Insurance includes orthodontics coverage
  • Life Insurance
  • Accidental Death and Dismemberment Insurance
  • Disability: Short-term and long-term disability coverage
  • Educational support: reimbursement up to the federal max of $5,250
  • Company apparel: $200 for company apparel each year
  • Social events: Holiday Party, Spring Picnic, Fall Picnic, happy hours and moreInterclypse isn't your typical company. We strive to have a positive & transformational impact on our community, our industry, and individuals. We keep this focus through our motto: "Doing What is Right". Apply today to see how you can join our winning team and start down the career path that's right for you!


EOE AA M/F/Vet/Disability:

Interclypse is an Equal Opportunity/Affirmative Action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, creed, sex, sexual orientation, gender identity, national origin, disability, or protected Veteran status.


The base salary range provided is not adjusted for geographic differences associated with where the work is being performed. Actual salaries will vary depending on factors including but not limited to location, candidate's experience and education/training, internal peer equity, and market and business consideration.

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