Our Head of Acquisition (Contributors/ Domain Experts) will be responsible for designing and overseeing end-to-end acquisition processes to attract thousands of global contributors across diverse geographies and specialisms. The Head of Acquisition should have deep experience in high volume mass recruitment, process design, and talent funnel optimization—particularly in decentralized, gig-based, or digital workforce models.
Key Responsibilities- Design and Own Global Mass Hiring Strategy Develop and execute a scalable contributor hiring strategy that aligns with Toloka’s growth targets and needs. Manage scalability and optimisation using AI tools and other efficiency plans.
- Team Leadership Manage and develop a team, ensure optimal staffing levels to cope with current and future business needs
- Planning & Forecasting In collaborations with other teams (Supply, Delivery Project Management, Quality, GTM), forecast demand and set contributor hiring targets by region, skill, and where needed - language. Build strong relationships with downstream teams to ensure smooth handover from acquisition to onboarding.
- Compliance & Localization Collaborate with the Legal team to ensure that mass hiring practices are legally compliant across regions and tailored to local norms and expectations.
- Data & Reporting Define KPIs and monitor performance across sourcing channels, funnel stages, time-to-hire, and onboarding quality. Use insights to iterate and improve continuously. Key funnel metrics: conversion rates, cost per acquisition, activation success rate, and others.
- Professional experience in large-scale talent acquisition operations
- Proven experience building and optimizing global hiring workflows and recruitment infrastructure — or alternatively, designing and scaling sales pipelines and client revenue infrastructure
- Strong understanding of hiring automation tools (e.g., ATS, CRM, AI sourcing)
- Experience managing remote, distributed teams
- Comfortable with fast-paced, high-growth environments and building systems from scratch.
- Ability to analyze data and make strategic decisions based on hiring funnel metrics
- Exceptional project management and cross-functional collaboration skills
- Experience hiring gig-based workers, digital freelancers, or AI data contributors
- Familiarity with global labor compliance and contractor management practices
- Knowledge of the AI/ML or data annotation space
- Be part of a global tech company at the intersection of AI and human insight
- Lead the design and scale of a truly international, distributed workforce
- Work in a remote-first environment with a mission-driven team
- Shape the future of AI by enabling inclusive, accessible opportunities worldwide
- Depending on your location, we offer a package of benefits
It has come to our attention that an individual or group is fraudulently impersonating Toloka to post fake jobs and solicit personal information from applicants.Please be aware:
- Official Communication: Our recruiting team will only contact you from an official "toloka.ai" email address. We will NEVER use Gmail, Yahoo, Tolokainc, toloka.inc, or other personal or seemingly business email accounts.
- Our Process: We will never ask for your bank account details, credit card number, or any fees as part of the application or interview process.
- Official Listings: All legitimate job openings are posted on our official careers page: https://toloka.ai/careers#job-list
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What We Do
Toloka empowers businesses to build high quality, safe, and responsible AI. We are the trusted data partner for all stages of AI development from training to evaluation. Toloka has over a decade of experience supporting clients with our unique methodology and optimal combination of machine learning technology and human expertise, offering the highest quality and scalability in the market.









