Appen
AI & Machine LearningDirect Lever career site

Forward Deployed Engineer

Location
San Francisco, CA · Hybrid
Job type
Full-time
Level
Senior
Experience
3+ years
Education
Bachelor's degree
Listed
30 days ago

Skills & highlights for this role

  • Python
  • SQL
  • LLM annotation workflows
  • model evaluation data

Also useful

  • data quality frameworks
  • pipeline observability

Role Purpose

The Forward Deployed Engineer works directly with enterprise clients to design, deploy, and optimize GenAI data solutions, with full ownership of final delivered data quality. Embedded across engineering, data operations, and client delivery, this role ensures datasets, pipelines, workflows, and automations meet defined accuracy, reliability, and performance requirements for GenAI model development.

Your Impact

  • Act as a trusted consultative partner to clients by defining requirements, clarifying success criteria, shaping high-quality annotation guidelines, and proactively providing insights.
  • Influence the what and the why behind GenAI data solutions by translating ambiguous client needs into clear, scalable workflows.
  • Deliver GenAI datasets that meet all defined acceptance and quality criteria.
  • Define the validation and automation requirements that reduce variance, manual review effort, rework, and time to validation.
  • Partner with engineering to build requirements as scalable, reproducible, and observable pipelines.
  • Contribute reusable quality frameworks and validators adopted across multiple projects.

What You Bring

  • 3+ years of experience in a customer-facing technical role such as solutions engineering, solutions architect, data or technical consulting, or data operations.
  • Bachelor's degree in Computer Science, Engineering, Data Science, Statistics, or a related field, or equivalent practical experience.
  • Experience working on GenAI, machine learning, or model evaluation data, including LLM training, annotation, or evaluation workflows.
  • A consultative problem-solving approach when leading client conversations, asking sharp questions, and guiding stakeholders toward better decisions.
  • Ability to vibe code but proficiency in Python and SQL is a plus
  • Confidence in working directly with client engineering or machine learning teams.

Location and Work Arrangement

This is a hybrid role based in San Francisco, CA. You will be required to work from our San Francisco office two days per week.

Read the original posting

From Appen's careers page, first listed on Rolev.ai on October 10, 2026. Rolev.ai is not the employer.

How Rolev.ai helps with this application

Rolev.ai is a job search and application tool for US job seekers. For this Forward Deployed Engineer role at Appen, it shows how your resume fits, tailors your resume to the posting, and prepares the application for you to review.

  • See how you fit

    Openings from employer career sites are ranked against your whole resume—and searchable inside Claude, ChatGPT, and Cursor via Rolev.ai MCP.

  • Tailor without inventing

    Every change to your resume is checked against your original. New experience goes in only with your yes—zero fabricated claims.

  • Draft the full kit

    Tailored and Full Match resumes, role-specific cover letters, and answers to employer screening questions are prepared in seconds.

  • 1-Click Extension Autofill

    The Chrome extension fills the employer's Greenhouse, Workday, Lever, or Ashby form in 1 click. You review it and press Submit.

Common questions

Where is the Forward Deployed Engineer job at Appen located?

This Forward Deployed Engineer position at Appen is located in San Francisco, CA (Hybrid). Always check Appen's application page for specific state eligibility or relocation policies.

What qualifications are required for Forward Deployed Engineer at Appen?

For the Forward Deployed Engineer role, Appen highlights 3+ years of relevant experience; a bachelor's degree; experience with Python, SQL, LLM annotation workflows, model evaluation data. Rolev.ai can score your existing resume against these requirements and show any skill gaps before you apply.

How do I apply for the Forward Deployed Engineer position at Appen?

This listing links directly to Appen's Lever application page. You can apply directly on Appen's site, or use Rolev.ai to check your resume fit, generate a zero-hallucination tailored resume and cover letter for this posting, and autofill the Lever application form in 1 click with the Rolev.ai Chrome extension. You always review the form and press Submit yourself.