Technical Director, MLE

1 week ago


San Francisco, California, United States Prophecy Full time

About Prophecy

Prophecy is the world's most advanced data integration platform, designed to make complex data work simple and powerful. Designed natively for modern cloud data platforms, Prophecy uniquely serves the needs of business analysts while ensuring enterprise-grade governance and compliance, giving organizations the confidence to innovate. Our AI-driven platform simplifies and automates data preparation, accelerating AI and analytics across Fortune 500 companies in banking, insurance, healthcare, life sciences, and technology. By enabling secure, self-service data transformation within a robust governance framework, Prophecy empowers every data user to develop, deploy, and monitor cloud-native data pipelines with ease. Today, Prophecy supports tens of thousands of pipelines, delivering clean, trusted, and timely data at scale to power the most demanding AI and analytics workloads.

The Technical Director, MLE will have the following:

  • Technical Depth (one of the below)
  • ML/LLM: Led fine-tuning (SFT, DPO, RLHF), distillation, quantization with PyTorch/HuggingFace
  • Shipped production agents (LangChain, LlamaIndex, CrewAI)
  • Expert in RAG, vector DBs, prompt orchestration.
  • End-to-End Delivery
  • Led 2+ open-ended, user-facing AI projects from ambiguity to impact.
  • Owned vision, roadmap, MVPs.
  • Cross-Functional Leadership
  • Partnered with PMs/execs on metrics, priorities, trade-offs
  • Presented to C-suite/board.
  • Disciplined Process
  • Enforced MLOps/DevOps for agents: CI/CD, canaries, observability,
  • A/B prompt testing.
  • Championed reproducibility, governance, code reviews, on-call culture.
  • Hands-On Leadership Codes weekly prototypes, debugs, unblocks.
  • Mentors staff; remains top expert on toughest problems.
  • Agentic Specialization
  • Built multi-agent systems (e.g., ETL automation, code-gen loops).
  • Created eval harnesses
  • Beat reliability/latency benchmarks.
  • Cloud & Scale
  • Architected 10k+ RPS backends (AWS/GCP, k8s, serverless).
  • Fluent in Python, Go, Java, Scala.
  • Owns APIs, async, optimization.
  • Builder at Scale
  • 01 and 110: shipped greenfield, scaled 100x.Drives rapid prototyping with production rigor.

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

Seniority: Mid to Staff Level

Experience: 7+ years in industry

Compensation: $300,000-350,000

Reflected is the base pay range offered for this position. Pay may vary depending on factors including but not limited to achievements, skills, experience, or work location. The range listed is just one component of the compensation package offered to candidates.

Benefits and Perks

  • Prophecy covers 99% of employee health insurance and 75% for dependents
  • We offer $200 per month towards remote work, wellness, gyms, massages, facials, and more
  • Flexible PTO
  • Prophecy provides employees with a 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.


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