Senior/Staff FDE - Synthetic Data Generation
Core
Lead technical execution of complex customer engagements where synthetic data is used to improve model training, evaluation, and performance.
Role type
Senior/Staff Forward Deployed Engineer (Synthetic Data Generation)
Builds
Scalable synthetic data generation, transformation, filtering, and evaluation pipelines for complex AI use cases
Domain
Generative AI / Large Language Models (LLMs) / Synthetic Data
Deliverable
production ML models
Required skills
Python, LLMs, ML experimentation and evaluation, synthetic data generation, data augmentation, LLM-as-a-judge, technical leadership, customer-facing engineering
Preferred skills
Fine-tuning datasets, agentic environments, reinforcement learning for LLMs
Technologies
Python, Docker, AWS, GCP, Azure
Responsibilities
Design and build scalable synthetic data generation pipelines; Develop LLM- and ML-assisted workflows to generate high-quality datasets; Build automated evaluators and quality checks; Lead technical workstreams from solution design through production delivery; Identify patterns across engagements to create reusable capabilities; Define and improve technical standards for synthetic data generation
Seniority
Senior/Staff, hands-on IC with leadership
