Head of Talent Sourcing, Data-as-a-Service

Snorkel AI; San Francisco (CA); Hybrid; USD 170,000 - 300,000; Full time

Job summary

Snorkel AI is seeking a Head of Talent Sourcing — Data as a Service to build and lead the sourcing function for Domain Expert Contributors who support our DaaS business.

You will scale a sourcing engine, own direct sourcing strategy for priority expert categories, and manage a high‑performing team of recruiters and sourcers to deliver fast, high‑quality talent. This role partners with the DaaS Supply team and cross‑functional stakeholders to align demand and supply.

Qualifications

• Experience leading talent sourcing teams for hard-to-fill profiles.
• Direct sourcing strategy, including mapping, outreach, and AI-enabled sourcing.
• Experience with technical, scientific, industry, or domain expert categories.
• Proven ability to scale sourcing systems, processes, and teams.
• Experience managing recruiters and sourcers in fast-paced settings.

Responsibilities

• Lead and scale the talent sourcing team.
• Build a scalable sourcing engine for expert talent across niche domains.
• Own direct sourcing strategy across priority categories including mapping and outreach.
• Partner with the DaaS Supply team to forecast needs and translate strategy into plans.
• Develop and manage recruiters and sourcers, including coaching and performance management.
• Create playbooks, processes, and systems to move quickly with quality.
• Evaluate and optimize sourcing tools and AI-enabled capabilities.
• Track pipeline health, outreach effectiveness, and conversion rates.
• Collaborate with cross-functional stakeholders to improve onboarding workflows.
• Identify new channels and talent pools for niche categories.

Skills

Leadership

Direct sourcing

Talent mapping

Boolean search

AI sourcing

Channel development

Analytics

Stakeholder mgmt

Tools

Sourcing tools

Data enrichment

Job description

About Snorkel

At Snorkel, we believe meaningful AI doesn’t start with the model, it starts with the data. We’re on a mission to help enterprises transform expert knowledge into specialized AI at scale. The AI landscape has gone through incredible changes since 2015, when Snorkel started as a research project in the Stanford AI Lab, to the generative AI breakthroughs of today. But one thing has remained constant: the data you use to build AI is the key to achieving differentiation, high performance, and production-ready systems. We work with some of the world’s largest organizations to empower scientists, engineers, financial experts, product creators, journalists, and more to build custom AI with their data faster than ever before. We are looking to help us redefine how AI is built. Snorkel AI is looking for a Head of Talent Sourcing — Data as a Service to build and lead the sourcing function responsible for identifying, engaging, and securing Domain Expert Contributors who support our DaaS business. This is a critical leadership role at the intersection of talent acquisition, marketplace supply, and business operations. You will lead a team of recruiters and sourcers focused on finding highly specialized contributors across a wide range of expert domains. These may include technical, scientific, industry-specific, functional, language, data, and other hard-to-find areas of expertise needed to deliver high-quality outcomes for our customers. We are looking for someone who has built and led talent sourcing teams in complex, high-velocity environments. The ideal candidate brings deep experience in direct sourcing strategy, talent mapping, sourcing systems, tools, process design, team leadership, and operational rigor. You should know how to locate hard-to-find talent, build repeatable sourcing motions, use data to improve performance, and develop teams that can deliver against evolving business needs. This role will partner closely with our DaaS Supply team, which owns the overall Expert Contributor supply strategy. Internal talent sourcing is one of the primary levers in that strategy, and this leader will be responsible for building the team, systems, and sourcing engine required to support DaaS growth.

What You’ll Do

• Lead and scale the talent sourcing team responsible for securing Domain Expert Contributors for our Data-as-a-service business.
• Build a scalable sourcing engine that can identify, engage, qualify, and activate expert talent across highly specialized and hard-to-fill domains.
• Own direct sourcing strategy across priority expert categories, including talent mapping, market research, outreach strategy, channel development, and pipeline generation.
• Partner closely with the DaaS Supply team to understand business priorities, forecast expert contributor needs, and translate supply strategy into actionable sourcing plans.
• Develop and manage a high-performing team of recruiters and sourcers, including hiring, coaching, performance management, enablement, and team development.
• Build sourcing playbooks, processes, systems, and operating rhythms that allow the team to move quickly while maintaining quality and consistency.
• Evaluate, implement, and optimize sourcing tools, data enrichment platforms, outreach systems, and AI-enabled sourcing capabilities.
• Use data to track pipeline health, outreach effectiveness, conversion rates, contributor quality, speed, capacity, and source-of-supply performance.
• Partner with cross-functional stakeholders across DaaS, Corporate TA, Operations, and People to improve contributor acquisition and onboarding workflows.
• Identify new sourcing channels and talent pools for niche expert categories, including professional communities, academic networks, industry groups, competitive talent markets, referrals, and other creative sources.
• Create feedback loops between sourcing, supply planning, contributor qualification, and business delivery teams to continuously improve sourcing precision and outcomes.
• Ensure the sourcing function can respond to urgent and emerging customer needs while also building long-term supply capacity in strategic expert domains.

What We’re Looking For

• Experience building and leading talent sourcing, recruiting, or contributor acquisition teams focused on hard-to-fill talent profiles.
• Deep expertise in direct sourcing strategy, including talent mapping, Boolean/search methodology, outreach strategy, AI sourcing, sourcing operations, and channel development.
• Experience sourcing specialized talent across technical, scientific, industry, functional, language, research, data, or other expert categories.
• A strong track record of building scalable sourcing systems, processes, playbooks, reporting, and team operating models.
• Experience managing and developing recruiters, sourcers, or talent acquisition teams in a fast-paced environment.
• Strong analytical orientation, with the ability to use data to diagnose pipeline gaps, improve conversion, forecast capacity, and drive accountability.
• Experience partnering with business, operations, or supply teams to translate demand plans into sourcing strategies.
• Strong understanding of sourcing tools, talent intelligence platforms, data enrichment tools, automation, and AI-enabled recruiting workflows.
• Excellent stakeholder management skills, with the ability to influence across cross-functional teams and align sourcing execution to business priorities.
• Comfort operating in ambiguity and building a function that needs to move quickly, learn continuously, and adapt to changing business needs.
• A creative, resourceful approach to finding talent that is not easily accessible through traditional recruiting channels.

Preferred Qualifications

• Experience supporting a marketplace, expert network, data services, AI data, consulting, research, contractor, freelance, or contributor-based business model.
• Experience sourcing experts for AI, machine learning, data annotation, research, technical evaluation, industry expertise, or domain-specific data projects.
• Experience working closely with supply, operations, or workforce planning teams.
• Experience building talent communities, expert networks, referral programs, or specialized contributor pipelines.
• Experience using AI, automation, or advanced sourcing tools to improve sourcing productivity and reach.
• Experience in a hyper-growth startup or high-change technical environment.

Locations

San Francisco or New York - Hybrid

Compensation range is $170,000-$300,000. All offers also include equity in the form of employee stock options. Our compensation ranges are determined by role, level, and location. Within the range, individual pay is determined by work location and additional factors, including job-related skills, experience, and relevant education or training.

Actual compensation will be determined based on factors including skills, qualifications, experience, and geographic location.

Salary range(s) for this role

$170,000-$300,000 USD

Be Your Best at Snorkel

Joining Snorkel AI means becoming part of a company that has market proven solutions, robust funding, and is scaling rapidly—offering a unique combination of stability and the excitement of high growth. As a member of our team, you’ll have meaningful opportunities to shape priorities and initiatives, influence key strategic decisions, and directly impact our ongoing success. Whether you’re looking to deepen your technical expertise, explore leadership opportunities, or learn new skills across multiple functions, you’re fully supported in building your career in an environment designed for growth, learning, and shared success.

Snorkel AI is proud to be an Equal Employment Opportunity employer and is committed to building a team that represents a variety of backgrounds, perspectives, and skills. Snorkel AI embraces diversity and provides equal employment opportunities to all employees and applicants for employment. Snorkel AI prohibits discrimination and harassment of any type on the basis of race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state, or local law. All employment is decided on the basis of qualifications, performance, merit, and business need.

We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment. Please contact us to request accommodation.