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Agentic-Workflow MLE

Prophecy

$250,000 - $350,000
Sep 17, 2025
San Francisco, CA, US
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Prophecy is looking to solve the problem of making complex data work simple and powerful through an advanced data integration platform. They aim to accelerate AI and analytics by simplifying and automating data preparation, enabling secure, self-service data transformation within a robust governance framework.

Requirements

  • Hands-on LLM/agent building (e.g., LangChain/Graph, CrewAI) and tuning to quality benchmarks.
  • Experience with semantic search, RAG, and vector databases.
  • Experience with prompt engineering and optimization
  • Versatile software developer: fluency in Python, REST APIs, microservices in public cloud; some experience with Go, AWS, k8s, java, Scala.
  • ML/LLM work in code generation (e.g., Codex, text-to-SQL), semantic extraction, or knowledge graphs (e.g., Neo4j, Neptune).
  • Experience with big-data engines like Spark.
  • Compiler development for languages like SQL, Python, or Scala.

Responsibilities

  • Hands-on LLM/agent building (e.g., LangChain/Graph, CrewAI) and tuning to quality benchmarks.
  • Experience with semantic search, RAG, and vector databases.
  • Experience with prompt engineering and optimization
  • Hands-on experience building and deploying agents in at least one of the following scenarios: Workflow Orchestration, Code Generation/Assistance, Data Analysis/Transformation, Personalized Assistance, Autonomous Decision-Making, Content Creation, Multi-Agent Systems.
  • Versatile software developer: fluency in Python, REST APIs, microservices in public cloud; some experience with Go, AWS, k8s, java, Scala.
  • Demonstrated experience taking ideas to production.
  • ML/LLM work in code generation (e.g., Codex, text-to-SQL), semantic extraction, or knowledge graphs (e.g., Neo4j, Neptune).

Other

  • Builder mentality: Demonstrated experience taking ideas to production.
  • Seniority: Mid to Staff Level
  • Experience: 3+ years in industry
  • Individuals looking for employment at Prophecy are considered without regard to age, color, disability, ethnicity, family or marital status, gender identity or expression, language, national origin, physical and mental ability, political affiliation, race, religion, sexual orientation, socio-economic status, veteran status, and any other protected characteristics under applicable laws.