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Growth Associate, Expert Recruiting

HumanSignal Open · verified Sep 10, 2026
Remote Worldwide Junior Growth Marketing

Entry-level Growth Marketing role at HumanSignal. Remote.

Role brief

Growth Roles summary, based on the employer's posting.

What you'll do

  • You'll find and recruit hard-to-source experts through communities, universities, and niche networks
  • You'll test AI workflows and sourcing channels to increase volume and improve the annotator experience
  • You'll create project-specific methods for evaluating annotator skills and fit
  • You'll keep experts engaged between assignments so the roster remains ready for work
  • You'll turn customer needs into candidate profiles with project and delivery leads

What you bring

  • You bring two to five years of high-volume recruiting experience
  • You have used LinkedIn Recruiter, Sales Navigator, and other sourcing tools
  • You can build AI workflows and manage funnel measures such as responses, conversions, and time-to-fill
  • You communicate clearly and professionally across email and direct messages
  • You have succeeded in fast-moving, target-led settings and can change course when needed

Who this fits

This role suits a proactive, resilient recruiter who can adjust sourcing tactics as projects change. You'll work remotely, with most outreach handled through email and direct messages.

From the employer

About HumanSignal

Real-world data is the competitive edge in AI.

HumanSignal is a human data partner for companies building AI models and products. Our customers ship better AI, faster, because we partner with their researchers from real-world data creation to annotation to delivery.


We design and create datasets from scratch, recruit and manage the domain experts who evaluate model output, and run everything through our own platform, Label Studio, the open-source standard for data labeling and evaluation, used by over 1 million practitioners worldwide.


We specialize in the operationally complex: real-world data collection, multimodal pipelines, and multi-step workflows. Advanced ML and AI teams use our enterprise platform to run their own data factories, and our services team to extend their reach where in-house capacity runs out.


If you want to do work that materially shapes how the next generation of AI products gets built, we'd love to talk.

About the Role

As a Growth Associate, you'll build the expert supply side of our Data Services business. You'll source, vet, and onboard specialized annotators and performers across dozens of skill profiles and languages. Your pipeline decides how fast we can say yes to a new customer project, which makes your work a direct input to revenue.

What You'll Do

  • High touch sourcing and recruiting. Use LinkedIn Recruiter, professional communities, universities, and niche networks to find specialists: languages other than English, regional dialect speakers, designers, clinicians, and other hard-to-find profiles.
  • Scale sourcing channels. Leverage AI workflows and automation to test and scale channels that convert, from online communities to LinkedIn, while raising the quality bar and annotator experience.
  • Establish vetting pipelines. Determine how to vet and assess annotators based on project requirements, expertise, and needs.
  • Build relationships. Keep experts engaged between projects so our roster stays warm and staffable, not a list of cold emails.
  • Collaborate across teams. Partner with project and delivery leads to translate customer specs into candidate profiles early, so sourcing starts before the project does.
  • Drive growth. Staffed capacity is the constraint on how much work we can take. You loosen that constraint.

What We're Looking For

  • 2-5 years of experience in high-volume recruiting
  • Experience using LinkedIn Recruiter / Sales Navigator and other sourcing tools
  • Fluency building AI workflows to scale what’s working and improve anntotator experience
  • Comfort owning funnel metrics: outreach volume, response rates, conversion, time-to-fill
  • Strong written communication, responsiveness and professionalism. Most of your outreach happens over email and DMs
  • A track record in fast-paced, target-driven environments (startups, agencies, consulting, or similar)
  • Resilience, proactivity, and flexibility to adjust strategy when things aren’t working or projects change course

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