Nontraditional Method Recruitment Jobs
356,537 open positions · Updated daily
The demand for Nontraditional Method Recruitment specialists has surged as tech companies pivot to AI‑powered sourcing and niche community outreach. Recruiters who master tools like Entelo, Hiretual, and GPT‑4 can now deliver talent pipelines faster and with higher quality than traditional ATS workflows. Companies are actively hiring for these roles to stay ahead of hiring competition and reduce time‑to‑fill by up to 30 %.
Roles in this field include Recruitment Data Analyst, Talent Scout for Emerging Tech, and Social Recruiting Lead. Typical responsibilities cover building predictive sourcing models, leveraging data visualizations in Tableau or Power BI, crafting targeted outreach campaigns on Discord and GitHub, and integrating ATS like Greenhouse or Lever with AI assistants. These positions often require familiarity with ATS APIs, SQL, and conversational AI frameworks.
Salary transparency is critical because compensation can vary widely based on the tech stack used, the depth of data analytics skill, and the level of AI integration. Transparent pay data helps recruiters benchmark against industry standards, negotiate fair offers, and attract candidates who value equity in compensation. It also reduces bias by providing clear, objective pay ranges for each role.
Principal Data Scientist - Remote
Company: Optum
Location: San Diego, CA
Posted Jul 30, 2025
The Principal Data Scientist plays a key technical contributor in the design and development of state-of-the-art ML for medical applications.
Senior Software Engineer
Company: General Motors
Location: Mountain View, CA
Posted Jul 30, 2025
Comfortable with modern and agile software engineering processes and tools. Work with a large number of technical and non-technical data customers.
Software Development Engineer, AI Infrastructure
Company: Advanced Micro Devices, Inc
Location: Santa Clara, CA
Posted Jul 30, 2025
You will develop controllers, agents and operators to configure, monitor and troubleshoot large-scale distributed systems comprising tens of thousands of GPUs,…
STAFF ANALYST (VISUAL DESIGNER)
Company: HOUSTON AIRPORT SYSTEM
Location: Houston, TX
Posted Jul 30, 2025
PREFERENCESThe successful candidate will possess the following skills: • Bilingual skills preferred; • Excellent written communication and visual storytelling;…
Software Development Engineer 1
Company: Advanced Micro Devices, Inc
Location: Santa Clara, CA
Posted Jul 30, 2025
Bachelor’s degree in Computer/Software Engineering, Computer Science, or related technical discipline. Familiarity with Linux and modern software tools and…
SEMI-SKILLED LABORER
Company: HOUSTON AIRPORT SYSTEM
Location: Houston, TX
Posted Jul 30, 2025
LICENSE REQUIREMENTS Must have a valid Texas Class C driver's license and comply with the City of Houston's policy on driving.
Financial Analyst IV - Financial Reporting & Operations (CAP-COS)
Company: HOUSTON AIRPORT SYSTEM
Location: Houston, TX
Posted Jul 30, 2025
EXPERIENCE REQUIREMENTS Six years of professional experience in finance, economics, budget analysis or a closely related field are required.
Custodian-Full Time
Company: Eastern State Penitentiary Historic Site Inc
Location: Philadelphia, PA
Posted Jul 30, 2025
Must have or complete upon starting OSHA 10 certification. While performing the duties of this job, the employee may be regularly required to stand, sit, talk,…
Analyst, People Analytics & Reporting
Company: NBCUniversal
Location: Universal City, CA
Posted Jul 30, 2025
Serve as SME on Business Warehouse/SAP reporting environments functionality and data while providing functional guidance to SAP HCM & Business Warehouse HR…
Customer Service Operations Specialist, CapCut - USDS
Company: TikTok
Location: San Jose, CA
Posted Jul 30, 2025
Experience with data analysis with the ability to analyze and disassemble complex problems and formulate strategies, be able to think systematically and promote…
Analyst, Marketing Data
Company: NBCUniversal
Location: Universal City, CA
Posted Jul 30, 2025
Bachelor’s degree in Business, Marketing, Data Science, Statistics, Economics, or other relevant field. Use analytics tools and data visualization techniques to…
Anti-Fraud Data Analyst Graduate (TikTok Shop - Governance & Experience) - 2026 Start (BS/ MS)
Company: TikTok
Location: Seattle, WA
Posted Jul 30, 2025
Collaborate with product, data, and engineering teams to evaluate and improve fraud detection tools, rules, and business processes 3.