Job Family:
Data Science & Analysis
Travel Required:
Clearance Required:
What You Will Do:
Design, develop, and optimize Snowflake data solutions supporting enterprise analytics, reporting, and data-driven decision making.
Build scalable batch and near real-time data ingestion and processing pipelines using Snowpipe, Streams, Tasks, Dynamic Tables, and Snowpark.
Develop and maintain advanced SQL-based solutions, including complex stored procedures, UDFs, views, and reusable data transformation frameworks.
Design and implement enterprise-grade ELT/ETL pipelines and metadata-driven automation frameworks.
Optimize Snowflake performance, scalability, reliability, and cost through query tuning, workload optimization, and platform best practices.
Implement secure, governed data solutions leveraging Snowflake native capabilities, including RBAC, data sharing, and governance controls.
Design and support enterprise data warehouse, data mart, and lakehouse architectures.
Integrate data from cloud, on-premises, API, and SaaS data sources.
Collaborate with architects, analysts, product owners, and business stakeholders to deliver high-quality data products and solutions.
Provide production support, monitoring, troubleshooting, incident resolution, and continuous platform improvement.
Support AI and advanced analytics initiatives leveraging Snowflake Cortex, Snowpark, and related Snowflake capabilities.
What You Will Need:
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.
Bachelors Degree
FIVE (5) or more years of data engineering experience, including TWO (2) years of hands-on Snowflake experience.
Experience in SQL development with extensive experience building and optimizing complex queries against large datasets.
Experience developing and maintaining stored procedures, UDFs, views, and data transformation logic.
Deep understanding of Snowflake architecture, including Virtual Warehouses, micro-partitions, clustering, caching, and performance optimization.
Hands-on experience designing, implementing, and supporting Snowflake-native capabilities, including Snowpipe, Streams, Tasks, Dynamic Tables, Change Data Capture (CDC) patterns
Experience administering secure, scalable Snowflake environments and implementing RBAC, data access controls, and governance frameworks.
Experience building scalable ELT/ETL frameworks and enterprise data pipelines.
Experience with data quality, reconciliation, monitoring, and operational support processes.
Knowledge of cloud platforms such as AWS, Azure, or GCP.
Experience with CI/CD pipelines, Git-based source control, Infrastructure as Code (IaC), and automated deployment practices.
Familiarity with production support, observability, incident management, and operational readiness best practices.
What Would Be Nice To Have:
Hands-on experience implementing Snowflake Cortex capabilities and AI-powered data solutions.
Familiarity with production support, observability, incident management, and operational readiness best practices.
Experience with Cortex AI functions, semantic search, intelligent data applications, and AI-driven analytics.
Experience leveraging Snowpark (Python) for advanced data engineering, analytics, and AI/ML workloads.
Understanding of Retrieval-Augmented Generation (RAG), vector search, LLM-powered applications, and generative AI use cases within Snowflake.
Experience with dbt and modern analytics engineering practices.
Strong Python development experience.
SnowPro Core, SnowPro Advanced, or other Snowflake certifications.
Experience supporting regulated industries or large enterprise environments.
Experience designing cloud-native data products that support machine learning, advanced analytics, and AI initiatives.
What We Offer:
Guidehouse offers a comprehensive, total rewards package that includes competitive compensation and a flexible benefits package that reflects our commitment to creating a diverse and supportive workplace.
Benefits include:
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
About Guidehouse
Guidehouse is an Equal Opportunity Employer–Protected Veterans, Individuals with Disabilities or any other basis protected by law, ordinance, or regulation.
Guidehouse will consider for employment qualified applicants with criminal histories in a manner consistent with the requirements of applicable law or ordinance including the Fair Chance Ordinance of Los Angeles and San Francisco.
If you have visited our website for information about employment opportunities, or to apply for a position, and you require an accommodation, please contact Guidehouse Recruiting at 1-571-633-1711 or via email at [email protected]. All information you provide will be kept confidential and will be used only to the extent required to provide needed reasonable accommodation.
All communication regarding recruitment for a Guidehouse position will be sent from Guidehouse email domains including @guidehouse.com or [email protected]. Correspondence received by an applicant from any other domain should be considered unauthorized and will not be honored by Guidehouse. Note that Guidehouse will never charge a fee or require a money transfer at any stage of the recruitment process and does not collect fees from educational institutions for participation in a recruitment event. Never provide your banking information to a third party purporting to need that information to proceed in the hiring process.
If any person or organization demands money related to a job opportunity with Guidehouse, please report the matter to Guidehouse’s Ethics Hotline. If you want to check the validity of correspondence you have received, please contact [email protected]. Guidehouse is not responsible for losses incurred (monetary or otherwise) from an applicant’s dealings with unauthorized third parties.
Guidehouse does not accept unsolicited resumes through or from search firms or staffing agencies. All unsolicited resumes will be considered the property of Guidehouse and Guidehouse will not be obligated to pay a placement fee.
Guidehouse El Segundo, California, USA Office
El Segundo, United States
Guidehouse Los Angeles, California, USA Office
Los Angeles, United States
Similar Jobs
What you need to know about the Los Angeles Tech Scene
Key Facts About Los Angeles Tech
- Number of Tech Workers: 375,800; 5.5% of overall workforce (2024 CompTIA survey)
- Major Tech Employers: Snap, Netflix, SpaceX, Disney, Google
- Key Industries: Artificial intelligence, adtech, media, software, game development
- Funding Landscape: $11.6 billion in venture capital funding in 2024 (Pitchbook)
- Notable Investors: Strong Ventures, Fifth Wall, Upfront Ventures, Mucker Capital, Kittyhawk Ventures
- Research Centers and Universities: California Institute of Technology, UCLA, University of Southern California, UC Irvine, Pepperdine, California Institute for Immunology and Immunotherapy, Center for Quantum Science and Engineering


