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Product updates, guides, and insights from the Pin team.

How AI Labs Are Hiring People to Train Models

How AI Labs Are Hiring People to Train Models

AI labs spend $1B+/year each on human training data. See the 6 roles they

Jul 23, 2025

AI Data Annotation Industry: The Hiring Landscape

AI Data Annotation Industry: The Hiring Landscape

The AI data annotation industry hit $1.69B in 2025. Explore 6 role types, salary ranges ($15–$100+/hr), and sourcing strategies for this fast-growing field.

Jul 18, 2025

How to Find Human Data Labelers: A Guide for Recruiters

How to Find Human Data Labelers: A Guide for Recruiters

Learn how to find and hire human data labelers. Covers sourcing from 850M+ profiles, screening methods, pay benchmarks ($14-$40/hr), and scaling strategies.

Jul 14, 2025

Top 10 Human Data Labeling Providers in 2026

Top 10 Human Data Labeling Providers in 2026

Compare 10 human data labeling providers in a $4.89B market growing 28% yearly. Scale AI, Appen, Labelbox, and 7 more rated by pricing and workforce.

Jul 8, 2025

June 2025 Product Updates

June 2025 Product Updates

In June, we rolled out native ATS integrations, hiring manager review, preset filters, saved replies, thread updates for email sequences, hidden archived candidates, and much more.

Jul 3, 2025

How to Recruit AI Tutors for Training AI Models in 2025

How to Recruit AI Tutors for Training AI Models in 2025

Step-by-step guide to recruiting AI tutors and data trainers from an 850M+ candidate pool. Covers sourcing, screening, pay benchmarks, and compliance.

Jul 2, 2025

8 Best Virtual Meeting Platforms for Recruiters in 2025

8 Best Virtual Meeting Platforms for Recruiters in 2025

Compare virtual meeting platforms recruiters on pricing, features, and recruiter fit. Includes 850M+ profile coverage and 48% outreach response rate benchmarks.

Jun 25, 2025

9 Best AI Recruiting Tools for Small Teams in 2025

9 Best AI Recruiting Tools for Small Teams in 2025

Compare 9 AI recruiting tools for small teams. Free to $299/mo. Covers AI sourcing, automated outreach, and scheduling - no enterprise budget required.

Jun 23, 2025

How to Become a Technical Recruiter: Complete Career Guide

How to Become a Technical Recruiter: Complete Career Guide

How to become a technical recruiter: salary data ($49K–$186K+), 6-step career path, top certifications, and AI tools. Complete guide for 2026.

Jun 20, 2025

Recruiting ROI: How to Measure the Value of AI Hiring Tools

Recruiting ROI: How to Measure the Value of AI Hiring Tools

Recruiting ROI formula: (Value - Costs) / Costs × 100. AI hiring tools cut time-to-hire 70%, deliver 48% response rates, and 3x-5x returns. Real cost benchmarks inside.

Jun 18, 2025

EU AI Act and Recruiting: What Hiring Teams Must Know

EU AI Act and Recruiting: What Hiring Teams Must Know

The EU AI Act classifies recruiting AI as high-risk, with fines up to EUR 35M. 51% of orgs use AI in hiring - here

Jun 16, 2025

Cost-Per-Hire: Complete Breakdown and Benchmarks

Cost-Per-Hire: Complete Breakdown and Benchmarks

Average cost per hire: $4,700 (SHRM 2025). Executives: $35,879. SHRM cost per hire formula, benchmarks by role and industry, and strategies to cut it by 30%.

Jun 13, 2025

Remote Hiring with an EOR: Complete Guide for Growing Teams

Remote Hiring with an EOR: Complete Guide for Growing Teams

Hire remote workers in 185+ countries via an EOR from $199/mo - no entity needed. Full compliance, cost breakdown, and step-by-step hiring workflow.

Jun 11, 2025

Best Employer of Record (EOR) Providers in 2026

Best Employer of Record (EOR) Providers in 2026

Compare 9 best EOR providers in 2026, from $199/mo to $1,000+. Covers Deel, Remote, Oyster, and 6 more with honest pricing and pros/cons. See the full breakdown.

Jun 6, 2025

How to Hire EU Talent as a US Company: Complete Guide

How to Hire EU Talent as a US Company: Complete Guide

Hire EU talent 46-59% cheaper than US equivalents. Step-by-step guide covers EOR, GDPR, visas, and sourcing from 850M+ profiles with 100% European coverage.

Jun 2, 2025

How to Hire Remote Developers: Complete Guide for Recruiters

How to Hire Remote Developers: Complete Guide for Recruiters

Step-by-step guide to hiring remote developers. Covers sourcing 850M+ profiles, EOR compliance, salary benchmarks by region, and screening methods.

May 26, 2025

Recruiting Cybersecurity Talent: 6 Strategies That Work

Recruiting Cybersecurity Talent: 6 Strategies That Work

Recruiting cybersecurity talent with 4.7M+ roles unfilled globally. 6 strategies covering skills-based hiring, $124,910 median salaries, and AI sourcing.

May 19, 2025

Diversity Recruiting: Strategies and Tools That Actually Work

Diversity Recruiting: Strategies and Tools That Actually Work

7 diversity recruiting strategies backed by data from 1,200+ companies. 90% of employers using skills-based hiring report improved diversity - see what works.

May 16, 2025

Hiring AI Engineers: The Complete Playbook for Recruiters

Hiring AI Engineers: The Complete Playbook for Recruiters

How to hire AI engineers: source ML and LLM specialists from 850M+ profiles, benchmark $150K-$240K salaries, and close faster. See the full recruiter playbook.

May 13, 2025

How to Recruit Software Engineers: The Complete Guide

How to Recruit Software Engineers: The Complete Guide

Learn how to recruit software engineers across 7 proven channels. Covers outreach (48% response rate), screening, and AI tools that search 850M+ profiles.

May 7, 2025

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