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Forward Deployed Engineer IV, Data Cloud, Google Cloud

Google

San Francisco, CAJob$207–300K/yrPosted 2 days agoStill listed today

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At a glance

Compensation
$207–300K/yr
Location
San Francisco, CA
Work Authorization
Not specified

Olive lists jobs from US employers, including remote roles you can work from the United States.

Job overview

The Forward Deployed Engineer joins Google Cloud’s Data Cloud team as an embedded builder, deploying complex data solutions with customers and translating field insights into product feedback. The role builds production-grade data and machine learning workloads, supports agentic solutions, and migrates analytics and database workloads to Google Cloud. It also involves customer proofs using their data and measuring business, cost, and performance outcomes.

Skills & qualifications

RequiredNice to have

Skills

Python (Programming Language), nice to haveSQL (Programming Language), nice to haveData Engineering, nice to haveMachine Learning, nice to haveSolution Architecture, nice to haveApache Spark, nice to havePyspark, nice to haveBigQuery, nice to haveSpanner, nice to haveData Cloud Ecosystem, requiredCatalog, requiredAlloyDB, requiredCloud Data Architecture, requiredStructured Data Pipelines, requiredUnstructured Data Pipelines, requiredMachine Learning Model Deployment, requiredLLM Applications, nice to haveGemini, nice to haveRetrieval-Augmented Generation, nice to haveVector Search, nice to haveMulti-Agent Frameworks, nice to haveLangGraph, nice to haveCrewAI, nice to haveADK, nice to haveReAct, nice to haveAgent Delegation, nice to haveDataplex, nice to haveDatabricks, nice to haveSnowflake, nice to haveIceberg, nice to haveDelta Lake, nice to haveWorkload Migration, nice to havePrompt Engineering, nice to haveModel Evaluation, nice to haveLLM Metrics, nice to haveState Management, nice to haveGranular Tracing, nice to have

Qualifications

Bachelor's in Engineering or Related, required8 Years Software Engineering or Related Experience, required

Benefits

Medical Insurance
Dental Insurance
Vision Insurance
401(k) Match
Paid Time Off
Parental Leave

Full job description

Forward Deployed Engineer IV, Data Cloud, Google Cloud Share Forward Deployed Engineer IV, Data Cloud, Google Cloud

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corporate_fareGoogleplaceSan Francisco, CA, USA; Austin, TX, USA; +6 more; +5 more Advanced Experience owning outcomes and decision making, solving ambiguous problems and influencing stakeholders; deep expertise in domain.

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info_outline XIn most instances, this position requires in-person interviews as part of the hiring process.

Applicants in San Francisco: Qualified applications with arrest or conviction records will be considered for employment in accordance with the San Francisco Fair Chance Ordinance for Employers and the California Fair Chance Act.

In accordance with Washington state law, we are highlighting our comprehensive benefits package, which is available to all eligible US based employees. Benefits for this role include:

  • Health, dental, vision, life, disability insurance
  • Retirement Benefits: 401(k) with company match
  • Paid Time Off: 20 days of vacation per year, accruing at a rate of 6.15 hours per pay period for the first five years of employment
  • Sick Time: 40 hours/year (increased to 69 hours/year for Seattle) including 5 discretionary sick days per instance
  • Maternity Leave (Short-Term Disability + Baby Bonding): 28-30 weeks
  • Baby Bonding Leave: 18 weeks
  • Holidays: 13 paid days per year

Note: By applying to this position you will have an opportunity to share your preferred working location from the following: San Francisco, CA, USA; Austin, TX, USA; Chicago, IL, USA; Kirkland, WA, USA; New York, NY, USA; Seattle, WA, USA; Sunnyvale, CA, USA.

Minimum qualifications:

  • Bachelor’s degree in Engineering, Computer Science, a related field, or equivalent practical experience.

  • 8 years of experience in software engineering, data engineering, solution architecture, machine learning, or technical consulting, including experience writing code in Python and SQL.

  • Experience with data cloud ecosystem products, technologies, or languages (e.g., Apache Spark, PySpark, BigQuery, Spanner, Catalog, AlloyDB).

  • Experience taking production-grade data cloud solutions from conception to launch, including architecting data systems on cloud platforms (e.g., GCP) and building structured/unstructured pipelines.

  • Experience training, evaluating, and deploying machine learning models in production.

Preferred qualifications:

  • Experience building LLM applications (e.g., Gemini, RAG, vector search) and multi-agent frameworks (LangGraph, CrewAI, ADK) using advanced patterns (ReAct, delegation).
  • Experience with GCP data products (BigQuery, Spark, Spanner, Dataplex) or equivalents (Databricks, Snowflake), and open table formats (Iceberg, Delta Lake).
  • Experience migrating analytics, Spark, or database workloads between platforms with measured cost and performance outcomes.
  • Skilled in prompt engineering, model evaluation, LLM-native metrics (latency, tokens/sec, cost), state management, and granular tracing.

About the job As a Forward Deployed Engineer (FDE) on our Data Cloud team, you will be an embedded builder who bridges the gap between frontier data solutions and production-grade reality for customers. By embedding with accounts, you will serve a dual purpose: providing "white glove" deployment of complex systems and acting as a critical feedback loop, transforming real-world field insights into Google Cloud’s future product roadmap.It's an exciting time to join Google Cloud’s Go-To-Market team, leading the AI revolution for businesses worldwide. You’ll excel by leveraging Google's brand credibility—a legacy built on inventing foundational technologies and proven at scale. We’ll provide you with the world's most advanced AI portfolio, including frontier Gemini models, and the complete Vertex AI platform, helping you to solve business problems. We’re a collaborative culture providing direct access to DeepMind's engineering and research minds, empowering you to solve customer challenges. Join us to be the catalyst for our mission, drive customer success, and define the new cloud era—the market is yours. Individual pay is determined by factors including job-related skills, experience, and relevant education or training.

US: $207000 - $300000 (USD) + 20% bonus target + equity + benefits

Learn more about benefits at Google. Responsibilities

  • Build and ship production data and machine learning workloads with customers, writing, testing, and performance-tuning PySpark, SQL, and Python on BigQuery, Managed Spark, Spanner, and AlloyDB.
  • Stand up working proofs with customers’ data, including de-identifying sensitive data (e.g., PCI, PHI).
  • Build the data foundation for agentic solutions, including lakehouse architectures, metadata and semantic context, and the access controls that let custom agents act on trusted data.
  • Train, evaluate, and deploy machine learning and agentic components where they improve the customer’s business metric, with evaluation and monitoring in place.
  • Refactor and migrate high-cost analytics, Spark, and operational database workloads from other platforms onto Google Cloud engines, with measured price-performance results.

Information collected and processed as part of your Google Careers profile, and any job applications you choose to submit is subject to Google's Applicant and Candidate Privacy Policy. Google is proud to be an equal opportunity and affirmative action employer. We are committed to building a workforce that is representative of the users we serve, creating a culture of belonging, and providing an equal employment opportunity regardless of race, creed, color, religion, gender, sexual orientation, gender identity/expression, national origin, disability, age, genetic information, veteran status, marital status, pregnancy or related condition (including breastfeeding), expecting or parents-to-be, criminal histories consistent with legal requirements, or any other basis protected by law. See also Google's EEO Policy, Know your rights: workplace discrimination is illegal, Belonging at Google, and How we hire. If you have a need that requires accommodation, please let us know by completing our Accommodations for Applicants form. Google is a global company and, in order to facilitate efficient collaboration and communication globally, English proficiency is a requirement for all roles unless stated otherwise in the job posting. To all recruitment agencies: Google does not accept agency resumes. Please do not forward resumes to our jobs alias, Google employees, or any other organization location. Google is not responsible for any fees related to unsolicited resumes. Equity is granted exclusively and discretionarily by Alphabet Inc. on the basis of an agreement concluded between you and Alphabet Inc. Alphabet Inc. is your sole contractual partner with respect to equity grants. GSU grants are not guaranteed, are discretionary, are subject to approval by the Alphabet Inc. board of directors or its delegate, the terms of the relevant Alphabet Inc. stock plan, and your grant agreement. They have no impact on statutory payments. Current or past grants do not confer an acquired right.

How this job compares

Set against the 2,693 open Forward Deployed Engineer jobs on Olive Jobs, counted November 11, 2026.

Pay
  • This posting$207–300K/yr
  • California median$156–265K/yr521 salary ranges
  • US median$150–265K/yr2,395 salary ranges

This range's midpoint, $254K, is 21% above the California median midpoint ($210K) — in the top quarter of Forward Deployed Engineer salary ranges in California.

Openings
Olive Jobs lists 608 open Forward Deployed Engineer jobs in California and 2,693 across the US. 6% of them nationwide are listed as remote or flexible.
Hiring the most in California
Experience
This posting asks for at least 8 years of experience — more than three in four Forward Deployed Engineer postings that state a minimum ask for (median 5 years, across 2,350 postings).
Education
507 of the 2,693 open Forward Deployed Engineer jobs (19%) ask for a bachelor's degree or higher.

Counted across the open, public US postings on Olive Jobs on November 11, 2026. Pay medians are the middle values of the low ends and of the high ends of postings that list both ends of a range in the same cadence (a yearly salary or an hourly rate); a range's midpoint is halfway between its ends. Pay and experience figures resting on fewer than 20 postings are left out.

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