AI/ML Agentic-Workflows Engineer

Posted 18 Days Ago
San Francisco, CA
Senior level
Software
The Role
As an ML Engineer, you will design, develop, and deliver end-to-end machine learning products, focusing on NLP and data processing. You'll manage your projects in an agile environment while collaborating and contributing to innovation.
Summary Generated by Built In

About Prophecy 

Prophecy is the data copilot company, trusted by Fortune 500 enterprises in banking, insurance, healthcare, life sciences, and tech to deliver clean, reliable, and timely data for AI and analytics. Our Data Transformation Copilot empowers data users to develop, deploy, and observe tens of thousands of pipelines on cloud platforms, handling massive workloads. Backed by top VCs like Insight Partners, SignalFire, Databricks, and JPMorgan Chase, Prophecy leads the convergence of code and data context. Expanding AI-tools for software engineering, our low-code solution combines AI, systems programming, and intuitive UX to redefine data transformation—making it faster, smarter, and accessible.

The AI/ML Agentic Workflows Engineer will:

  • Provide hands-on technical leadership to design, develop, optimize and deploy Generative AI features, leveraging expertise in LLMs, RAGs, NLP, and AI infrastructure to optimize Agents quality, reliability and performance.
  • Support and Lead a strong technical team across the US and Bangalore, guiding them on state-of-the-art approaches to ML system design, Agent design and orchestration while establishing the best in class data-driven development practices.
  • Build agents that streamline data extraction, transformations and analysis.
  • Define scalable evaluation strategies that balance AI with human reviewers.

What You'll Need

  • Proven success delivering AI and agentic products from concept to adoption, with hands-on design of real-time ML systems.
  • Experience with GenAI, LLMs, NLP, RAG, and Knowledge Graphs across the ML lifecycle (train, optimize, deploy, monitor).
  • Expertise in multi-agent systems and frameworks like LlamaGraph or LangChain for complex workflows.
  • Proficiency deploying and scaling ML/agentic solutions in cloud environments (e.g., AWS).
  • Passion for rapid iteration and high-quality execution with an entrepreneurial mindset.
  • BS in CS or equivalent, 5-10 years of experience; MS/PhD preferred.

What Will Make You Stand Out

  • 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.
  • Optimization of ML models for low-latency, high-throughput production use.
  • Contributions to open-source AI/ML projects (e.g., Hugging Face, PyTorch).
  • Expertise in retrieval systems or vector databases (e.g., Pinecone, Weaviate).
  • Skill in evaluating tech and driving build/buy decisions.

Benefits and Perks 

  • Prophecy covers 99% of employee health insurance and 75% for dependents
  • We offer $200 per month towards wellness, gyms, massages, facials, and more! 
  • Celebrate your birthday and anniversary with a day off!
  • Flexible PTO 
  • Prophecy provides employees with a $500 professional development reimbursement every year
  • Company sponsored Long Term Disability and Life Insurance
  • FSA/HSA
  • Ability to have your fingerprint on an innovative platform
  • End-to-end ownership of your projects
  • And more!

*Benefits and perks may vary per country

Our Commitment to Diversity and Inclusion

At Prophecy, we hire for merit and foster an inclusive culture where people from diverse backgrounds can excel and do their best work. We take great care to ensure that our hiring practices are inclusive and meet equal employment opportunity standards. 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.

Top Skills

Graph Databases
Machine Learning
Natural Language Processing
Python
Scala
Spark
SQL
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The Company
HQ: San Francisco, CA
94 Employees
On-site Workplace
Year Founded: 2017

What We Do

Prophecy.io is the only low-code data engineering platform. Prophecy democratizes the development and deployment of high-quality data pipelines, uniquely combining visual development with agile software engineering best practices. The developed code is open source and is targeted at Apache Spark & Apache Airflow. Prophecy is headquartered in Silicon Valley.

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