Recruiting from Scratch · 10 hours ago
Member of Technical Staff, Synthetic Data
San Francisco, CA|Onsite|Manhattan, NY
Full-time
Onsite
Entry, Mid Level
$150K/yr - $350K/yr
2+ years expRecruiting from Scratch is a specialized talent firm dedicated to helping companies build exceptional teams. They are seeking a Member of Technical Staff focused on Synthetic Data to design, build, and maintain data engineering pipelines and develop large-scale synthetic data pipelines for enterprise environments.
Staffing Agency
Responsibilities
Design, build, and maintain end-to-end data engineering pipelines, including ingestion, transformation, storage, and schema evolution
Develop large-scale synthetic data pipelines that simulate realistic enterprise environments, including logs, usage data, and operational metrics
Work with massive datasets (tens of millions of rows) and optimize systems for scalability, performance, and cost
Create realistic, noisy, and imperfect data that mirrors real enterprise complexity and inconsistency
Ensure cross-system consistency so AI agents can navigate multi-application workflows
Read, interpret, and apply research related to simulation and synthetic data generation
Collaborate closely with a highly technical team to iterate quickly and ship impactful infrastructure
Qualification
Required
2+ years of experience in data engineering, or are a recent graduate with substantial internships or research experience
Strong programming skills in Python and SQL
Experience building or maintaining data pipelines in production environments
Comfort working with ambiguity and rapidly evolving requirements
A strong sense of ownership and the ability to move quickly without sacrificing quality
Preferred
Experience with synthetic data, simulations, or related research
Open-source contributions or published research
Experience working at early-stage or fast-growing startups
Familiarity with AI systems, agent workflows, or applied ML infrastructure
Experience working with large-scale datasets and distributed systems
Benefits
Competitive equity package
Visa sponsorship may be available for the right candidate
Company
Recruiting from Scratch
A recruiting agency working with technology companies to help them hire software engineers, data roles, product managers, and hardware.
11-50 employees
Funding
Current Stage
Early StageLeadership Team
Will Sanders
Founder / CEO
Tom Callahan
Managing Partner, Retained Executive Search
Recent News
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