Penn State University

Data Engineer - Data Architecture for Data Science & Machine Learning

Penn State University$146K — $318K *
Information Technology
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • 5+ years of experience in data engineering or database architecture
  • Expert-level proficiency in PostgreSQL
  • Strong understanding of data modeling and query optimization
  • Experience with non-relational databases like MongoDB and Cassandra
  • Familiarity with machine learning workflows
  • Experience with cloud database services such as AWS RDS or GCP Cloud SQL
  • Proficiency in SQL and Python or additional scripting languages

Responsibilities

  • Design and maintain scalable, high-performance database solutions
  • Partner with data scientists to develop storage strategies
  • Serve as the subject matter expert on PostgreSQL
  • Evaluate and integrate alternative database technologies
  • Lead optimization efforts for data pipelines
  • Ensure data integrity, security, and governance
  • Implement monitoring and performance-tuning tools

Benefits

  • Comprehensive medical, dental, and vision coverage
  • Robust retirement plans
  • Substantial paid time off including holidays and vacation
  • Generous 75% tuition discount for employees and eligible family members
Full Job Description
POSITION SPECIFICS

We are seeking a Senior Data Engineer with deep expertise in database design, optimization, and data access strategies to support our growing data science and machine learning initiatives within the Information Science Division of the Applied Research Laboratory (ARL) at Penn State. In this role, you will architect and optimize data systems that empower our data scientists to efficiently research, train, and deploy both traditional and ML-based algorithms and applications.

The ideal candidate is a PostgreSQL expert who also brings hands-on experience with other modern data storage technologies-such as NoSQL, graph, and time-series databases-and can guide the organization in choosing the right tools and structures for each data use case.

Located in either State College, PA or Reston, VA

ARL is an authorized DoD SkillBridge partner and welcomes all transitioning military members to apply.

You will:
  • Design and maintain scalable, high-performance database solutions to support data science workflows and ML experimentation
  • Partner with data scientists to understand data access patterns and develop storage strategies that accelerate analysis and model training
  • Serve as the internal subject matter expert on PostgreSQL-including schema design, indexing, partitioning, and query optimization
  • Evaluate and integrate alternative database technologies (e.g., MongoDB, Neo4j, Redis, Cassandra) where they provide clear advantages
  • Lead efforts to optimize data pipelines for both structured and unstructured data used in algorithm development
  • Ensure data integrity, security, and governance across storage systems
  • Implement monitoring, automation, and performance-tuning tools for all database environments
  • Advise on data lifecycle management-balancing accessibility for R&D with efficiency and compliance requirements


Required skills/experience includes:
  • 5+ years of experience in data engineering, database architecture, or related technical roles
  • Expert-level proficiency in PostgreSQL (query tuning, schema design, indexing, partitioning, replication)
  • Strong understanding of data modeling, normalization vs. denormalization tradeoffs, and query optimization
  • Experience with non-relational databases (e.g., MongoDB, Cassandra, Neo4j, Redis, or DynamoDB)
  • Familiarity with machine learning workflows and how data is consumed for training, evaluation, and deployment
  • Experience with cloud database services (AWS RDS/Aurora, GCP Cloud SQL, Azure Database)
  • Proficiency in SQL and one or more scripting languages (Python preferred)
  • Excellent communication and collaboration skills-comfortable working closely with data scientists, ML engineers, and software developers


Preferred skills/experience includes:
  • Experience architecting hybrid data ecosystems spanning relational, NoSQL, and analytical databases.
  • Knowledge of data lake, warehouse, and feature store architectures (e.g., Snowflake, Redshift, BigQuery, Feast)
  • Familiarity with ETL/ELT frameworks and data orchestration tools (e.g., Airflow, dbt)
  • Bachelor's or Master's degree in Computer Science, Data Engineering, or a related field


Work location can be fully on-site located in State College, PA or Reston , VA. Questions related to flexible work should be directed to the hiring manager during the interview process.

MINIMUM EDUCATION, WORK EXPERIENCE & REQUIRED CERTIFICATIONS
If filled as R&D Engineer - Data Science (ARL) - Principal Professional, this position requires:Bachelor's Degree - Engineering or Science19+ years of relevant experienceRequired Certifications:NoneIf filled as R&D Engineer - Data Science (ARL) - Advanced Professional, this position requires:Bachelor's Degree - Engineering or Science5+ years of relevant experienceRequired Certifications:NoneIf filled as R&D Engineer - Data Science (ARL) - Senior Professional, this position requires:Bachelor's Degree - Engineering or Science14+ years of relevant experienceRequired Certifications:None

ARL's purpose is to research and develop innovative solutions to challenging scientific, engineering, and technology problems in support of the Navy, the Intel Community (IC), and other federal government customers.

FOR FURTHER INFORMATION on ARL, visit our website at www.arl.psu.edu

SALARY & BENEFITS
The salary range for this position, including all possible grades, is $146,040.00 - $318,840.00. This salary range includes an adjustment based on required geographic work location.

Salary Structure - Information on Penn State's salary structure

Penn State provides a competitive benefits package for full-time employees designed to support both personal and professional well-being. In addition to comprehensive medical, dental, and vision coverage, employees enjoy robust retirement plans and substantial paid time off which includes holidays, vacation and sick time. One of the standout benefits is the generous 75% tuition discount, available to employees as well as eligible spouses and children. For more detailed information, please visit our Benefits Page.

CAMPUS SECURITY CRIME STATISTICS

Pursuant to the Jeanne Clery Disclosure of Campus Security Policy and Campus Crime Statistics Act and the Pennsylvania Act of 1988, Penn State publishes a combined Annual Security and Annual Fire Safety Report (ASR). The ASR includes crime statistics and institutional policies concerning campus security, such as those concerning alcohol and drug use, crime prevention, the reporting of crimes, sexual assault, and other matters. The ASR is available for review here.

About Penn State University

Penn State University Careers

There has never been a better time to explore the diverse job opportunities at Penn State University—the hub of innovation and professional growth.

Opportunities Await

Join Penn State University's dynamic team to assist in shaping the future of education and research. With a variety of positions available, from administrative roles to research-focused appointments, Penn State is at the forefront of fostering leadership and professional development. Transform your career trajectory with the best minds at Penn State University, where the culture of diversity and innovation thrives. This institution stands unique in the marketplace, offering a blend of academic excellence and real-world impact. Engage with a network of professionals dedicated to groundbreaking work and collaborative success across various disciplines.

Penn State University Job Opportunities

The team is actively building a market-leading workforce to support some of the most significant and innovative projects in academia and beyond.

Innovate and Lead

Join the largest network of academic and industry professionals at Penn State University, where over 17,000 dedicated individuals work at the intersection of education, research, and community service.

Drive Change

Deliver targeted solutions and educational advancements through a depth and breadth of expertise that is unmatched in the academic sector.

Be Part of a Great Team

Work with a diverse team leveraging Penn State University's extensive resources and global connections to develop solutions that make a real-world difference.

Future-Proof Your Career

Advance your career with limitless opportunities supported by unmatched training, development programs, and certification support from Penn State University.

Explore

Discover how Penn State University leads in sustainable practices and innovative research projects that pave the way for future generations.

The Penn State University Employment Experience

The combined expertise, global reach, and collaborative environment at Penn State University help overcome challenges and lead transformation in the academic and professional world. Candidates around the globe look to Penn State for new strategies and robust career paths to drive growth and success in the digital era.

Stay Connected

Join the Team

Search open positions that match your skills and interests. Penn State University seeks passionate, curious, creative, and solution-driven team players. SEARCH PENN STATE JOBS

Keep Up to Date

Stay ahead with career tips, insider perspectives, and industry-leading insights you can put to use today—all from the people who are part of Penn State.

READ CAREERS BLOG

Job Alert Emails

Personalize your subscription to receive job alerts, latest news, and insider tips tailored to your preferences. Explore what exciting and rewarding opportunities await at Penn State University.
Learn more about Penn State University

Similar Jobs

More Jobs at Penn State University

More Information Technology Jobs

Find similar Data Engineer - Data Architecture for Data Science & Machine Learning jobs: