Senior Data Engineer – Analytics, Applied AI

🕒 October 21

🇺🇸 United States – Remote

💵 $113k - $188k / year

⏰ Full Time

🟠 Senior

📊 Analytics Engineer

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Guidehouse

WebsiteLinkedInAll Job Openings

10,000+ employees

Founded 2018

🏥 Healthcare

🎖️ Defense

📦 Logistics

💰 Grant on 2023-02

Healthcare • Defense • Logistics

Guidehouse is a global consultancy offering advisory, digital, and managed services across commercial and public sectors. It is purpose-built to support industries such as national security, financial services, healthcare, energy, and infrastructure. Guidehouse collaborates with leaders to navigate complexity and drives transformational changes that impact the future. Their expertise spans data analytics, digital technologies, risk management, and more, with a strong emphasis on sustainability and innovation.

📋 Description

• Own data platforms end to end, from source ingestion through transformation to analytics and application layers • Write production Python and build services, APIs, tooling, and well-tested maintainable software • Design and orchestrate AWS cloud data pipelines with scheduling, retries, data-quality gates, and clean failure handling • Model data for analytics and application serving, including dimensional/fact modeling, grain decisions, slowly-changing dimensions, and idempotent recompute patterns • Implement data-quality and reconciliation checks that gate publication • Drive architecture and technical decisions independently and lead implementation with limited supervision • Use agentic coding assistants to accelerate delivery while maintaining code quality and review discipline • Grow into applied AI/ML, including entity resolution, LLM-assisted analytics, and anomaly/risk scoring

🎯 Requirements

• SIX (6+) years in data engineering and/or software engineering building and operating production systems • University Degree and minimum SIX (6) years of prior relevant experience; FOUR (4) years of relevant experience may be substituted for formal education • Strong software engineering skills: production-quality Python, clean architecture, testing, code review, and CI/CD • Expert SQL, including window functions, complex joins, aggregation-grain reasoning, and query performance • Hands-on experience with several AWS services, including Glue, Step Functions, S3, Redshift, Aurora/RDS, Lambda, EventBridge, ECS/Fargate, and IAM • Data modeling expertise: dimensional/analytical modeling, grain, SCD, and idempotent recompute patterns • Data-quality discipline: validating outputs, reconciling totals, and defending numbers • Infrastructure as code using Terraform or CDK in a real project • Proven ability to own systems and drive them to completion independently, with sound judgment on architecture and tradeoffs • Demonstrated, effective use of agentic coding assistants in a real workflow • Analytics fluency: profiling datasets, spotting anomalies, reasoning about metrics, and explaining discrepancies • Must be able to obtain and maintain a Federal or DoD public trust • Must obtain approved adjudication of public trust prior to onboarding with Guidehouse • Applied AI/ML experience, agent frameworks, entity resolution/record linkage, API development, DuckDB/Parquet, data-lake table formats, and regulated or government data environment experience are nice to have

🏖️ 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.) • Position may be eligible for a discretionary variable incentive bonus • Flexible benefits package

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