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Solving big problems, building trust in society, and empowering our clients to shape the future.
Data Infrastructure Engineer
Location
United States
Posted
63 days ago
Salary
$98K - $163K / year
Seniority
Senior
Job Description
Data Infrastructure Engineer
Guidehouse
• Build & Operate Data Pipelines (Batch + Streaming) • Design and implement batch and streaming ingestion from APIs, relational databases, file drops, event streams, and external partners. • Build and optimize ETL/ELT pipelines to produce curated, analytics-ready datasets for reporting and ML consumption. • Implement incremental processing patterns, change data capture (CDC) approaches where appropriate, and data contract standards. • Deliver a Modern Lakehouse (Data Lake / Delta Lake) • Build and manage a scalable lakehouse on AWS object storage (e.g., S3) using open table/file formats and delta/lakehouse concepts (e.g., ACID tables, schema evolution, time travel patterns). • Optimize performance and cost through partitioning, compaction, lifecycle policies, and efficient compute/storage usage. • Establish environment standards for dev/test/prod and consistent promotion across stages. • Metadata, Governance, Lineage & Quality (Trust Layer) • Implement a managed metadata repository for dataset cataloging, ownership, glossary/definitions, tagging, and discoverability. • Enable end-to-end lineage (source → transformations → consumption) to support auditability and impact analysis. • Implement governance controls including policy-based access, data classification, retention, and secure data handling. • Build operational data quality checks (freshness, completeness, validity, anomaly detection) and publish SLAs/SLOs. • AWS Automation + CI/CD for Data Pipelines • Implement automated cloud provisioning in AWS using Infrastructure as Code (IaC) for consistent environments and secure-by-default baselines. • Build and enhance CI/CD for data pipelines, including automated tests, validation gates, promotion workflows, and rollback strategies. • Improve observability with metrics/logs/alerts, dashboards, runbooks, and incident response readiness. • Cross-Team Collaboration & Documentation • Work closely with engineering, security, networking, and application teams to support mission needs and delivery timelines. • Maintain high-quality engineering documentation including SOPs, system diagrams, and secure configuration baselines. • Summarize and present findings and recommendations—both written and verbal—to technical and non-technical stakeholders.
Job Requirements
- Must be able to OBTAIN and MAINTAIN a Federal or DoD "PUBLIC TRUST"; candidates must obtain approved adjudication of their PUBLIC TRUST prior to onboarding with Guidehouse. Candidates with an ACTIVE PUBLIC TRUST or SUITABILITY are preferred.
- Bachelor’s degree in Engineering, IT, Computer Science, or related field (or equivalent experience).
- Minimum of FOUR (4) years experience building production data pipelines and/or data platforms.
- Strong experience implementing data ingestion and ETL/ELT workflows, including data modeling and transformation best practices.
- Hands-on experience building a data lake / delta lake (lakehouse) on AWS (or equivalent cloud) using object storage and modern table formats/patterns.
- Proficiency in SQL and one programming language commonly used for data engineering (Python preferred; Scala/Java acceptable).
- Experience with metadata management and governance: cataloging, lineage, ownership, access controls, classification, and policy enforcement.
- Experience implementing automated AWS provisioning using IaC and operating across multiple environments.
- Experience building or operating CI/CD pipelines for data workflows (testing, packaging, deployment automation, environment promotion).
- Solid security fundamentals: IAM/least privilege, encryption, secrets management, secure SDLC practices.
Benefits
- Medical, Rx, Dental & Vision Insurance
- Personal and Family Sick Time & Company Paid Holidays
- Parental Leave
- 401(k) Retirement Plan
- Group Term Life and Travel Assistance
- Voluntary Life and AD&D Insurance
- Health Savings Account, Health Care & Dependent Care Flexible Spending Accounts
- Transit and Parking Commuter Benefits
- Short-Term & Long-Term Disability
- Tuition Reimbursement, Personal Development, Certifications & Learning Opportunities
- Employee Referral Program
- Corporate Sponsored Events & Community Outreach
- Care.com annual membership
- Employee Assistance Program
- Supplemental Benefits via Corestream (Critical Care, Hospital Indemnity, Accident Insurance, Legal Assistance and ID theft protection, etc.)
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