AI EXPERTISE

AI and data talent

Hiring generative-AI, LLM, MLOps, full-stack and SRE talent against real product and delivery outcomes.

The short answer

AI and data talent

Hiring generative-AI, LLM, MLOps, full-stack and SRE talent against real product and delivery outcomes.

What we clarify first

Target country and city, role outcomes, headcount, start date, languages, onsite or remote delivery, and the intended engagement model.

How delivery can work

We compare direct recruitment, licensed dispatch and onsite-plus-offshore project delivery against supervision, compliance and operational needs.

Practical guide

AI and data talent

Hiring generative-AI, LLM, MLOps, full-stack and SRE talent against real product and delivery outcomes.

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Client case

Client case

Hiring generative-AI, LLM, MLOps, full-stack and SRE talent against real product and delivery outcomes.

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Related role

Related role

Hiring generative-AI, LLM, MLOps, full-stack and SRE talent against real product and delivery outcomes.

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Buyer questions

What information is needed to begin this engagement?

Target country and city, role outcomes, headcount, start date, languages, onsite or remote delivery, and the intended engagement model.

Can TAC support markets beyond Japan?

Hiring generative-AI, LLM, MLOps, full-stack and SRE talent against real product and delivery outcomes. We support recruitment and project delivery across Japan, Korea, Taiwan, Hong Kong and wider Asia. Regulated staffing depends on local licensing.

Discuss this capability

Five evidence-led entry points for procurement, HR and delivery leaders evaluating talent and project partners in Japan and Asia.

Discuss this capability
Relevant delivery evidence

Building an approximately 20-person Asia-Pacific team for a generative-AI company in 2025

Approximately 20 hires spanning AI, LLM and full-stack engineering plus Japan sales and marketing leadership.

  • ~20Hires supported in 2025
  • 5AI, LLM and web role families
  • 3Sales and marketing leaders