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Agentic-Workflow Machine Learning Engineer

ProphecySan Francisco, California, United States
On-site Full-time $200K/yr - $350K/yr

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Experience Level

Experience

Qualifications

Essential Skills: Proficient in building and fine-tuning large language models (LLMs) and agents using tools such as LangChain, CrewAI, etc. Solid understanding of semantic search techniques, retrieval-augmented generation (RAG), and vector databases. Experience in prompt engineering and optimization. Agentic Use Cases: Demonstrated experience in developing and deploying agents for at least one of the following: Workflow Orchestration: Automating complex processes, including ETL pipelines, supply chain optimization, or CRM workflows like Salesforce Agentforce. Code Generation/Assistance: Independently developing or debugging code, akin to Devin AI or GitHub Copilot. Data Analysis/Transformation: Conducting data queries, manipulation, or analysis across various sources, including topic extraction and document analytics in vector databases like Weaviate. Personalized Assistance: Crafting tailored recommendations or plans across sectors like e-commerce, education, or finance. Autonomous Decision-Making: Making real-time decisions in fields such as trading or healthcare, including crypto trading or medical workflow optimization. Content Creation: Generating text, art, or media, including automating social media posts or creating presentations. Multi-Agent Systems: Developing collaborative agents for simulations or transactions, focusing on policy-constrained evaluations or machine-to-machine commerce. Versatile software development skills, with fluency in Python, REST APIs, and microservices in public cloud environments; familiarity with Go, AWS, Kubernetes, Java, or Scala is a plus. A builder mindset: Proven track record of turning concepts into production-ready solutions.

About the job

About Prophecy

At Prophecy, we are at the forefront of AI-driven data preparation and analysis, transforming how leading enterprises convert data chaos into actionable insights. Our innovative AI-native data lifecycle—encompassing generation, refinement, and deployment—facilitates seamless collaboration between our advanced AI agents and skilled human analysts through intuitive visual and document interfaces. Join us in our mission to deliver trustworthy insights on an enterprise scale and be part of the next data revolution.

About Prophecy

Prophecy is a pioneering force in AI-native data preparation and analysis, dedicated to helping enterprises harness the power of their data. We provide cutting-edge solutions that streamline data workflows and deliver reliable insights, setting new standards in the industry.

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