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Staff ML Engineer

Prophecy · Palo Alto, CA, United States

Posted 27 days ago

$250K - 350K + EquityFull timeOnsite

About Prophecy

About the role

STAFF MACHINE LEARNING ENGINEER

Knowledge Graph

San Francisco, CA (Hybrid) • Senior to Staff Level

🚀 Build the AI-Native Data Revolution with Knowledge Graphs

About Prophecy

Prophecy is the leader in AI-native data preparation and analysis, revolutionizing how the world's top enterprises turn data chaos into reliable insights. We introduce the AI-native data lifecycle (generate, refine, deploy) where our industry-leading AI agents and humans work hand-in-hand in visual and document interfaces to analyze, transform, and prepare data, shipping trusted insights at enterprise scale.

Don't miss the rocket ship—join Prophecy and build the next data revolution.

💰 Compensation Package

$250,000 - $350,000 Base Salary

Plus equity, benefits, and comprehensive perks

About the Role

As a Staff Machine Learning Engineer specializing in Knowledge Graphs, you'll be at the forefront of Prophecy's AI-native data platform. You'll design, build, and scale knowledge graph systems that power intelligent data preparation and analysis, integrating cutting-edge AI agents with enterprise-scale data infrastructure. This is a high-impact technical leadership role where you'll own end-to-end projects and shape the future of how enterprises understand and leverage their data.

Must-Have Skills

Knowledge Graph Expertise

  • Expertise in building and managing Knowledge Graphs, including entity extraction, linkage, and ontology design

AI Systems Integration

  • Experience integrating Knowledge Graphs with AI systems for retrieval, reasoning, and agent context (e.g., enriching with LLM)

Technical Leadership

  • Tech lead experience: Owning end-to-end KG projects, from design to deployment, with leadership in cross-functional teams

Full-Stack Development Skills

  • Versatile software developer: fluency in Python, REST APIs, microservices in public cloud; some experience with Go, AWS, Kubernetes, Java, Scala

Graph Database Mastery

  • Hands-on experience in developing, optimizing, and operating Neo4j or similar graph databases

Builder Mentality

  • Demonstrated experience taking ideas to production with a strong bias toward action and delivery

What Will Make You Stand Out

Advanced ML/LLM Work

  • ML/LLM work in code generation (e.g., Codex, text-to-SQL), semantic extraction, or knowledge graphs (e.g., Neo4j, Neptune)

Big Data Experience

  • Experience with big-data engines like Spark for processing massive datasets

Compiler Development

  • Compiler development for languages like SQL, Python, or Scala

Production ML Optimization

  • Optimization of ML models for low-latency, high-throughput production use

Open Source Contributions

  • Contributions to open-source AI/ML projects (e.g., Hugging Face, PyTorch)

Retrieval Systems Expertise

  • Expertise in retrieval systems or vector databases (e.g., Pinecone, Weaviate)

Strategic Technical Decision-Making

  • Skill in evaluating technology options and driving build/buy decisions

Position Details

Seniority Level

Senior to Staff Level

Experience Required

5+ years in industry

Base Compensation

$250,000 - $350,000

Location

San Francisco, CA

Work Model

Hybrid

Benefits and Perks

Comprehensive Health Coverage

  • Prophecy covers 99% of employee health insurance premiums and 75% for dependents

Remote Work & Wellness Stipend

  • $200 per month towards remote work, wellness, gyms, massages, facials, and more!

Flexible Time Off

  • Flexible PTO to maintain work-life balance

Professional Development

  • Professional development allowance to support your continuous growth

Additional Benefits

  • Company-sponsored Long Term Disability and Life Insurance
  • FSA/HSA, dental, vision, and more

High-Impact Work

  • Ability to have your fingerprint on an innovative platform used by world-class enterprises
  • End-to-end ownership of your projects with technical leadership opportunities

*Benefits and perks may vary per country

Why Join Prophecy?

Revolutionary AI-Native Platform

  • Work on cutting-edge AI agents and knowledge graph systems, transforming enterprise data preparation

Technical Leadership Role

  • Own end-to-end knowledge graph projects and lead cross-functional teams at Staff level

Enterprise Scale Impact

  • Your work will power data insights for the world's top enterprises

Cutting-Edge Tech Stack

  • Work with LLMs, knowledge graphs, graph databases, and the latest AI/ML technologies

Competitive Compensation

  • $250K-$350K base salary plus equity, comprehensive benefits, and generous perks

Ready to revolutionize enterprise data with Knowledge Graphs?

Join Prophecy's rocket ship and build the next data revolution!

Responsibilities

    Requirements

    • Expertise in building and managing Knowledge Graphs, including entity extraction, linkage, and ontology design
    • Experience integrating Knowledge Graphs with AI systems for retrieval, reasoning, and agent context (e.g., enriching with LLM)
    • Tech lead experience: Owning end-to-end KG projects, from design to deployment, with leadership in cross-functional teams
    • Versatile software developer: fluency in Python, REST APIs, microservices in public cloud; some experience with Go, AWS, Kubernetes, Java, Scala
    • Hands-on experience in developing, optimizing, and operating Neo4j or similar graph databases
    • Demonstrated experience taking ideas to production with a strong bias toward action and delivery

    Technology stack

    PythonMachine LearningPyTorchneo4jSQLScala

    What we offer

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