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Data Masking Jobs in Virginia (NOW HIRING)

Data Architect

Quantico, VA · Hybrid

$68.75 - $88.50/hr

Design secure data access controls using least privilege principles , encryption, masking, and data loss prevention mechanisms. * Support data integration strategies , including data lakes, data ...

GCP Data Architect

Chantilly, VA · On-site

$65.25 - $84/hr

Establish security architecture for PHI, PII, IAM, service accounts, encryption, masking, and audit controls. * Review solution designs and provide technical direction to data engineering teams.

Deep understanding of data classification, masking, encryption, and role-based access control (RBAC) in Azure environments. * Experience supporting highly scrutinized, public-facing datasets (e.g ...

Deep understanding of data classification, masking, encryption, and role-based access control (RBAC) in Azure environments. * Experience supporting highly scrutinized, public-facing datasets (e.g ...

Lead Data Platform Engineer

Arlington, VA · On-site

$131K - $158K/yr

Translate data governance standards into platform controls, including role-based access, data classification, masking, retention policies, and audit-lineage. * Support security and compliance ...

Lead Data Platform Engineer

Arlington, VA · On-site

$131K - $158K/yr

Translate data governance standards into platform controls, including role-based access, data classification, masking, retention policies, and audit-lineage. * Support security and compliance ...

Dir I- Data Eng

Falls Church, VA · On-site +1

$122K - $146K/yr

Implement zero-trust aligned data access, encryption, masking, and audit logging across all platform technologies. * Govern enterprise metadata, lineage, quality, and stewardship through Collibra and ...

Data Engineer - Senior

Herndon, VA · On-site +1

$110K - $170K/yr

This role leads data governance, workspace design, and end-to-end onboarding processes while ... Experience with RBAC/ABAC, row-level security, PII column masking * Familiarity with IRS OneSDLC ...

Snowflake Engineer

Arlington, VA · On-site

$131K - $158K/yr

... data classification with masking and row-level protections, retention and deletion practices, and audit-ready lineage and access evidence. * Provide technical recommendations and implementation ...

Showing results 41-60

Data Masking information

What is data masking?

Data masking is a process used to protect sensitive information by replacing original data with fictional but realistic data. The goal is to ensure that confidential data, such as personal identification numbers or financial information, cannot be accessed by unauthorized users, especially in non-production environments like testing or development. Data masking maintains the format and structure of the original data so that applications can function correctly while ensuring privacy and compliance with regulations. This technique is commonly used in industries that handle large amounts of sensitive information, such as healthcare, finance, and government.

What are the key skills and qualifications needed to thrive as a data masking specialist, and why are they important?

To thrive as a Data Masking Specialist, you need a solid understanding of data security principles, database management, and regulatory compliance, typically supported by a degree in computer science or information security. Familiarity with data masking tools such as Informatica, IBM Optim, or Microsoft SQL Server Data Masking, as well as relevant certifications like CISSP or CISM, is often required. Strong analytical thinking, attention to detail, and effective communication are standout soft skills in this role. These competencies are crucial to ensure sensitive data is properly protected, minimizing security risks and meeting compliance requirements.

What are some common challenges faced by professionals working in data masking roles?

Professionals in data masking roles often encounter challenges such as ensuring that masked data remains useful for development or testing while maintaining strict compliance with privacy regulations. Balancing security with data utility can be complex, especially when working with legacy systems or large-scale databases. Collaboration with database administrators, developers, and compliance teams is essential to design effective masking strategies and troubleshoot issues as they arise. Staying updated on evolving data privacy laws and best practices is also crucial for long-term success in this field.

What is the difference between Data Masking vs Data Analyst?

AspectData MaskingData Analyst
Required CredentialsTypically no formal certifications, but knowledge of data security and privacy standardsBachelor's degree in data science, statistics, or related field; certifications like CAP or Microsoft Certified Data Analyst are common
Work EnvironmentIT/security teams, often within data security or compliance departmentsBusiness intelligence, analytics teams, or data departments across various industries
Employer & Industry UsageUsed in industries handling sensitive data like finance, healthcare, and retailUsed across industries for data-driven decision making, reporting, and insights

Data Masking focuses on protecting sensitive information by obfuscating data to ensure privacy and security. Data Analysts interpret and analyze data to generate insights. While Data Masking is a technical security process, Data Analysts work with the data post-masking to support business decisions.

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

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

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

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

What cities in Virginia are hiring for Data Masking jobs?

Cities in Virginia with the most Data Masking job openings:

Infographic showing various Data Masking job openings in Virginia as of August 2026, with employment types broken down into 55% Full Time, 36% Contract, and 9% Nights. Highlights an 90% In-person, 5% Hybrid, and 5% Remote job distribution.

Applied Cryptography/PKI - Cyber Security Professional

Freddie Mac

Mclean, VA • On-site

Full-time

Posted 25 days ago


Freddie Mac rating

9.2

Company rating: 9.2 out of 10

Based on 5 frontline employees who took The Breakroom Quiz


Job description

At Freddie Mac, our mission of Making Home Possible is what motivates us, and it's at the core of everything we do. Since our charter in 1970, we have made home possible for more than 90 million families across the country. Join an organization where your work contributes to a greater purpose.

Position Overview:

We are seeking a Cyber Security Professional with a focus on Cryptography/PKI to join the Data Protection team within the Information Security Engineering department of the Information Technology Division. The engineer is responsible for providing administration and operations support of various Data Protection security tools. Read on to learn more about this exciting opportunity!

**This position has an on-call requirement. **

Our Impact:

We reduce information risk by ensuring and enhancing the Confidentiality, Availability, and Integrity of Information systems at Freddie Mac.

Your Impact:

In this role, you will help fulfill the Information Security department's vision of reducing information risk by ensuring and enhancing the Confidentiality, Availability, and Integrity of Information systems at Freddie Mac. You will work towards the development and delivery of our technical solutions related to Data Protection. You will build, develop, and maintain relationships with internal and external customers, and vendors to formulate remediation solutions for issues related with Information Security.

Security Administration and Operations

  • Install, configure and troubleshoot Data Protection software including agent-based software installations on Windows and Unix servers.

  • Apply patches and upgrades to clients, administrative tools, and utilities on a regular basis.

  • Perform daily monitoring for integrity and availability of appliances, management servers, systems and processes which may also include:

    • Reviewing system and application logs, and verifying services and jobs are running as expected.

    • Establishing and maintaining operational, configuration and other process/procedures to ensure effectiveness of new and existing detective and preventative configuration policies.

    • Where possible, incorporating automated monitoring/alerting.

  • Ability to perform datacenter operations which requires travel to DR datacenter

    • (travel is not expected to be on a frequent basis)

  • Communicate effectively with clients to identify needs and evaluate alternative technical solutions and strategies.

  • Provide support to the Cyber Security Operations Center and Threat Detection Teams with recommendations and handling of their requests.

  • Coordinate with other infrastructure, engineering, and application project/support teams to ensure new policies/assets are deployed.

  • Ensure that any issues impacting tools and systems are resolved quickly and effectively without adversely impacting the affected business systems.

  • Augment production support team to ensure 24/7 coverage and operations. Responsibilities sometimes require working evenings and weekends, sometimes with little to no advanced notice.

  • Develop SOP's and Runbooks to promote successful operations, ensuring documents are regularly reviewed/certified to be current/accurate.

  • Ensure processes reflect our technical obligations of system uptime and performance.

  • Effectively provide regular status updates and accomplishments to leadership.

Qualifications:

  • An understanding of Cryptography/PKI, Data Tokenization, Data Masking, Security Configuration Management Database, Database Activity Monitoring, File Integrity Monitoring, Unauthorized Change Monitoring, SaaS security solutions and cloud client security.

  • Comfortable with scripting (Python, BASH, PowerShell, Ansible) and basic understanding cryptographic primitives.

  • 2+ years of IT Security experience with expertise in Linux and Windows platforms.

  • Strong collaboration skills to deliver and enhance Data Protection services across IT and business lines.

  • Experience evaluating and implementing automation to help streamline processes and procedures.

  • 2+ years in security tools administration, with a focus on Data Protection technologies.

  • Knowledgeable in Java, JSON, XML, YAML, OOP, and design patterns.

  • Comfortable in debugging, troubleshooting, and using source code repository tools (e.g., GIT).

  • Foundation in Secure Software Lifecycle and Vulnerability Management.

  • Familiarity with TCP/IP, TLS, security protocols, and ITIL activities (Incident/Problem Management).

  • Security certifications preferred.

Keys to Success in this Role:

  • Proactive, self-motivated problem solver with innovative thinking.

  • Strong team collaborator with excellent communication skills.

  • Clear communicator with internal and external stakeholders.

  • Eager to learn new technologies and improve processes.

  • Detail-oriented with a focus on impactful changes.

  • Familiar with ITIL guidelines; prioritizes work with a risk-based approach.

  • Adaptable to change while achieving objectives.

  • Manages product lifecycle, ensuring timely upgrades and testing.

  • Familiarity with network ports, protocols, and firewalls.

Current Freddie Mac employees please apply through the internal career site.

We consider all applicants for all positions without regard to gender, race, color, religion, national origin, age, marital status, veteran status, sexual orientation, gender identity/expression, physical and mental disability, pregnancy, ethnicity, genetic information or any other protected categories under applicable federal, state or local laws. We will ensure that individuals are provided reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment. Please contact us to request accommodation.

A safe and secure environment is critical to Freddie Mac's business. This includes employee commitment to our acceptable use policy, applying a vigilance-first approach to work, supporting regulatory mandates, and using best practices to protect Freddie Mac from potential threats and risk. Employees exercise this responsibility by executing against policies and procedures and adhering to privacy & security obligations as required via training programs.

CA Applicants: Qualified applications with arrest or conviction records will be considered for employment in accordance with the Los Angeles County Fair Chance Ordinance for Employers and the California Fair Chance Act.

Notice to External Search Firms: Freddie Mac partners with BountyJobs for contingency search business through outside firms. Resumes received outside the BountyJobs system will be considered unsolicited and Freddie Mac will not be obligated to pay a placement fee. If interested in learning more, please visit www.BountyJobs.com and register with our referral code: MAC.

Time-type:Full timeFLSA Status:Non-Exempt

Freddie Mac offers a comprehensive total rewards package to include competitive compensation and market-leading benefit programs. Information on these benefit programs is available on our Careers site.

This position has an annualized market-based salary range of $97,000 - $145,000 and is eligible to participate in the annual incentive program. The final salary offered will generally fall within this range and is dependent on various factors including but not limited to the responsibilities of the position, experience, skill set, internal pay equity and other relevant qualifications of the applicant.Employment Type: FULL_TIME

What Freddie Mac employees say

Pay

Hours and flexibility

Workplace

Get the full story on Breakroom


Freddie Mac logo

About Freddie Mac

Sourced by ZipRecruiter

Today, Freddie Mac makes home possible for one in four home borrowers and is one of the largest sources of financing for multifamily housing. Join our smart, creative and dedicated team and you'll do important work for the housing finance system and make a difference in the lives of others.

Industry

Finance and insurance

Company size

5,001 - 10,000 Employees

Headquarters location

McLean, VA, US

Year founded

1970