Data Engineering Jobs in Reston, VA (NOW HIRING)

Acuity, Inc. seeks a Data Engineer to design, develop, and maintain scalable data pipelines and integration solutions supporting a federal client. This role builds and optimizes ETL/ELT workflows across the data warehouse, data lake, and analytics platform environment, with strong emphasis on Databricks, Apache Spark, and AWS. 

The Data Engineer delivers reliable, secure, and high-performing data solutions that support analytics, reporting, and downstream advanced analytics use cases. This individual works closely with engineers, architects, and analysts to implement modern data engineering practices across cloud-based data platforms.

Why Acuity? 

We’re building more than careers—we’re building a place people genuinely love to work. At Acuity, you’ll get:

• Strong work-life balance and a people-first culture
• Competitive compensation + Health/Dental/Vision coverage
• 401(k) with company match
• Up to $3,000 annually for training and certifications and up to $3,000 for degree seeking programs—so you can keep building the career you want

Recognized as a Best Places to Work (Washington Business Journal, 8+ years)
Named a Top Workplace by The Washington Post (2022–2025)

Ready to grow with a team that invests in you? Learn more: www.myacuity.com

• Design, build, and maintain scalable data pipelines, ETL/ELT processes, and integration workflows  
• Develop transformations and curated datasets using Databricks, Apache Spark, and SQL  
• Support ingestion, processing, and delivery of structured, semi-structured, and unstructured data  
• Build and optimize workflows across data lake, data warehouse, and analytics platforms  
• Implement data quality checks, validation rules, and operational monitoring across pipelines and datasets  
• Improve performance, reliability, scalability, and security of data processing solutions  
• Support cloud-based data engineering solutions in AWS, including storage and data service integration  
• Collaborate with engineers, architects, analysts, and stakeholders to implement technical requirements  
• Support Big Data, Advanced Analytics, and Machine Learning use cases from a data engineering perspective  
• Maintain documentation for pipelines, transformations, data flows, and operational procedures  
• Support code versioning, CI/CD, and controlled deployment of data engineering assets  
• Troubleshoot pipeline, data, and platform issues across development, test, and production environments  

• Bachelor’s degree in Computer Science, Engineering, or a related field, or equivalent relevant experience  
• 5+ years of experience developing big data or data engineering solutions in an Agile environment  
• Hands-on experience with Databricks, including Delta Lake or lakehouse-based data engineering  
• Experience developing and deploying ETL/ELT pipelines using Apache Spark  
• Strong SQL skills, including complex queries, joins, aggregations, and window functions  
• Experience with AWS and cloud-based data platform services  
• Experience with Python, PySpark, SQL, or similar data engineering languages and frameworks  
• Experience with code versioning, CI/CD, and configuration management concepts  
• Experience working in Agile delivery environments, including Scrum  
• Ability to troubleshoot and optimize data pipelines for quality, performance, and reliability  

Preferred Qualifications 

• Experience with Delta Lake design and optimization  
• Experience integrating Databricks with Git-based workflows in controlled network environments  
• Experience with data quality, lineage, logging, and metadata practices  
• Experience supporting advanced analytics or machine learning data pipelines  
• Experience tuning performance in distributed data processing environments  
•  

Clearance Requirement 

• Must be a U.S. Citizen with the ability to obtain and maintain U.S. suitability  

About Acuity

At Acuity, your work matters—and so does your experience. We’re a management and technology consulting firm supporting critical federal missions, where you’ll have the opportunity to solve meaningful challenges, work alongside high-performing teams, and make a real impact from day one.

Why You’ll Love Working Here:

Grow Your Career, Your Way
We invest in you with personalized development plans, mentorship, and up to $3,000 annually for training and certifications and up to $3,000 for degree seeking programs—so you can keep building the career you want.

Be Part of Something Innovative
You’ll work on cutting-edge solutions that support important government missions, in an environment that encourages new ideas and continuous improvement.

Thrive in a People-First Culture
Collaboration, respect, and support aren’t just values—they’re how we operate. Your voice is heard, your contributions are recognized, and your success is shared.

Feel Valued and Rewarded
We offer competitive compensation, comprehensive benefits, and a strong focus on work-life balance so you can perform at your best—at work and at home.

Join an Award-Winning Team
Our employees consistently rank us among the best—earning honors like Best Places to Work (Washington Business Journal, 9+ years) and Top Workplaces (The Washington Post, 2022–2025).

Bring Your Whole Self to Work
We’re committed to building a diverse, inclusive environment where everyone feels respected, supported, and empowered to succeed.

Make Your Impact

Join Acuity and be part of a team where your ideas are valued, your growth is supported, and your work drives meaningful outcomes.

Learn more: www.myacuity.com

Acuity is an Equal Opportunity Employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.

Recruiting Scams and Fraud

Acuity Inc. has been made aware of fraudulent job postings and individuals impersonating company recruiters. These scams may include fake job offers, requests for sensitive personal information, or demands for payment.

Please note:

• Acuity never asks candidates to pay for job applications, equipment, or training.
• All official communications will come from an @myacuity.com email address.
• If you are unsure about a job posting or recruiter, please verify the opportunity on our Careers page.

If you believe you have been targeted by a scam or have concerns about the authenticity of a job listing claiming to represent Acuity Inc., please contact us at careers@myacuity.com. Protecting your security and trust is important to us.