Senior Data Engineer

Senior Data Engineer

Chicago, IL

Type: Consulting

Category: Engineer

Industry: Technology

Reference ID: JN -072026-107943

Date Posted: 07/15/2026

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Description:

Hybrid At least 2 days per week in office in Chicago, IL

Our client seeks a Senior Data Engineer to design, build, and operate large-scale data processing for attribution, measurement, forecasting, and privacy-preserving analytics. You will develop Scala and Spark solutions on cloud platforms, implement governance and privacy controls, and partner with cross-functional teams to deliver secure, reliable data products.

We can facilitate w2 and corp-to-corp consultants. For our w2 consultants, we offer a great benefits package that includes Medical, Dental, and Vision benefits, 401k with company matching, and life insurance.

Rate: $70.00 to $80.00/hr. w2

Responsibilities:

• Develop and optimize large-scale data processing solutions using Scala, Spark, and SQL on modern data platforms.

• Build and operate trusted data pipelines across secure cloud environments such as AWS, GCP, or Azure.

• Partner with Product, Data Science, Security, Privacy, and Platform Engineering to deliver privacy-preserving features.

• Build, schedule, and maintain scalable batch and streaming data workflows with orchestration frameworks.

• Implement data classification, access controls, and privacy-preserving techniques aligned to compliance requirements.

• Contribute to clean-room and trusted data-sharing environments with approved aggregated outputs.

• Create observability, monitoring, and operational tooling for reliability and compliance.

• Troubleshoot complex performance and pipeline issues across distributed systems.

• Contribute to technical design, best practices, and operational excellence.

• Mentor junior engineers and perform thorough code reviews.

• Continuously improve attribution, measurement, forecasting, and privacy-preserving analytics capabilities.

• Operate pipelines within trusted environments, clean rooms, or secure data-sharing platforms across cloud and on-premises.

• Apply access controls, data classification, lineage, and governance for PII, PCI, and confidential signals.

• Follow data handling standards with Security, Privacy, and Compliance teams to keep sensitive data within trust boundaries.

• Enforce aggregation, anonymization, tokenization, and approved outputs for data leaving trusted environments.

• Build monitoring and alerting to detect anomalous data movement and policy violations.

• Apply privacy-preserving computation when outputs cross trust boundaries, including aggregation-before-export, pseudonymization, tokenization, differential privacy concepts, and privacy-aware reporting.

• Implement encryption, key management, and secure handling with cloud-native security services.

• Document trust boundaries, data contracts, lineage, and permitted data movement.

• Support audits, compliance requirements, governance reviews, and secure data-sharing initiatives.

• Participate in architecture and design reviews to embed governance, privacy, lineage, and trust-boundary requirements.

• Contribute to engineering standards for secure data processing and trusted platform operations.

Experience Requirements:

• 5+ years of data engineering with strong Scala and Apache Spark on AWS and/or GCP.

• Strong Python for pipelines, tooling, automation, and infrastructure modules.

• Advanced SQL across RDBMS, cloud data warehouses, and lakehouse platforms with TB-scale datasets.

• Designing and maintaining batch and streaming data pipelines.

• Data warehousing, dimensional modeling, data quality, partitioning, and performance optimization.

• Distributed processing and modern lakehouse architectures such as Databricks, Delta Lake, or Apache Spark.

• Operating distributed data platforms at scale.

• Workflow orchestration with Airflow, Databricks Workflows, AWS Step Functions, or equivalent.

• Source control with Git and test automation frameworks.

• Cloud-native development on AWS and/or GCP.

• Software engineering practices including CI/CD, code reviews, observability, and production support.

• Ownership of features and pipelines with cross-team collaboration and mentoring.

• Trusted environment execution with clean rooms or secure data-sharing platforms handling PII and regulated data.

• Fine-grained access controls, governance policies, and policy-based enforcement for sensitive datasets.

• Privacy-preserving techniques such as tokenization, pseudonymization, aggregation-before-export, and differential privacy concepts.

• Experience with clean-room, measurement, attribution, audience analytics, or privacy-preserving reporting solutions.

• Understanding of trust boundaries, secure data-sharing patterns, and zero-trust principles.

• Encryption, key management, and secure handling of sensitive data with cloud-native services.

• Observability and alerting to detect anomalous data movement and potential leakage events.

• Strong understanding of cloud-native security and governance.

• Good to have: Databricks, AWS Clean Rooms, advertising measurement platforms, collaboration with Security/Privacy/Risk/Compliance, ELK/Grafana/OpenTelemetry, Docker and Kubernetes, lineage and governance tooling, and documenting data contracts and flows.

• Strong written and verbal English communication skills.

• Experience with Agile or SCRUM in cross-functional product teams.

Recruitment Transparency Notice

Eliassen Group values transparency in our recruitment practices. Please be advised that Eliassen Group utilizes artificial intelligence (AI) tools as part of its initial application screening and hiring process. You may receive email and SMS notifications from the Eliassen Virtual Recruiting Team ( View email address on click.appcast.io , View phone number on click.appcast.io) inviting you to complete a brief voice screening as part of your application process. These tools assist our hiring teams in different ways, including but not limited to, assistance in reviewing application materials to help identify candidates whose qualifications most closely match the requirements of the position. All AI-assisted evaluations and responses are reviewed by human recruiters before any hiring decisions are made. The use of AI in our process is intended to support fairness, efficiency, and consistency, and Eliassen Group takes measures to prevent bias or discrimination in connection with its hiring practices. By proceeding, you acknowledge, agree, and consent to Eliassen Group’s use of these tools, including AI tools, as part of the application and hiring process.

Skills, experience, and other compensable factors will be considered when determining pay rate. The pay range provided in this posting reflects a W2 hourly rate; other employment options may be available that may result in pay outside of the provided range.

W2 employees of Eliassen Group who are regularly scheduled to work 30 or more hours per week are eligible for the following benefits: medical (choice of 3 plans), dental, vision, pre-tax accounts, other voluntary benefits including life and disability insurance, 401(k) with match, and sick time if required by law in the worked-in state/locality.

If anyone reaches out to you about an open position connected with Eliassen Group, please ensure that you are working directly with us by confirming the following:

· When you work with Eliassen Group, all email communication will come from an Eliassen.com address, never Gmail, Yahoo, etc.

· Eliassen Group will never ask you for personal information (home address, bank account, or check routing number) until you have worked with someone clearly associated with Eliassen Group.

If you have any indication of fraudulent activity, please contact View email address on click.appcast.io .

About Eliassen Group:

Eliassen Group is a strategic consulting firm that helps organizations reach further and achieve more through our technology, business advisory, and life sciences solutions. For nearly 40 years, we have combined exceptional people, deep domain expertise, and intelligent capabilities to expand our clients’ capacity and accelerate meaningful outcomes. We are driven by a purpose to positively impact the lives of our employees, clients, consultants, and the communities we serve.

Eliassen is committed to building a diverse and inclusive team from a variety of backgrounds, perspectives, and skills. We are an Equal Opportunity and Affirmative Action Employer and all employment decisions are based on merit, performance, and business needs. Eliassen does not discriminate on the basis of race, color, gender identity or expression, sexual preference or orientation, sex (including pregnancy, childbirth, and related medical conditions), marital status, creed, religion, physical or mental disability, genetic information, military or veteran status, age, ancestry, national origin, citizenship status, prohibited criminal record inquiries of applicants and employees, or any other category protected by federal, state, or local laws.

Don’t miss out on our referral program! If we hire a candidate that you refer us to then you can be eligible for a $1,000 referral check!