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The Next Chapter W&STW

Solutions Architect - AI / ML - Training & GPU infra

Dutch-based recruitment agency specializing in IT, High Tech, and Engineering roles, connecting English-speaking technical talent with opportunities in The Netherlands since 2021.

The Next Chapter W&S

Employee count: 1-10

Salary: 300k-300k EUR

United States only

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AI/ML Solutions Architect – Distributed Training & GPU Infrastructure

Company

Join a fast-moving AI infrastructure team working on the cutting edge of large-scale ML workloads. This role is ideal for engineers who enjoy solving deep technical challenges in distributed training, multi-GPU systems, and scalable AI inference infrastructure. You will work directly with AI-focused clients, helping them get the most out of modern GPUs (H100, B200, etc.) and ML frameworks such as PyTorch (and JAX in some environments).

Team & Responsibilities

Work alongside senior AI and infrastructure engineers building large-scale GPU platforms. As part of the customer solutions team, you will:

  • Design and validate production-grade distributed training (primary) and largescale inference architectures on large GPU clusters, typically tens to thousands of GPUs

  • Work hands-on with customers to debug, optimize, and scale ML workloads across multi-node GPU environments

  • Act as a technical authority on GPU performance, networking, and schedulers, making trade-offs at scale and translating customer needs into concrete platform requirements

  • Collaborate closely with engineering, product, and R&D to influence roadmap decisions based on real-world ML workloads

  • This is a hands-on, technical role; you are expected to work directly in customer environments, not only advise at a high level

Required skills and experience

  • Hands-on experience designing and operating production-grade, multi-node GPU workloads for training or inference

  • Strong background in distributed deep learning (PyTorch Distributed, DeepSpeed) on GPU clusters

  • Deep understanding of GPU architecture and interconnects (H100/A100 class, NVLink, InfiniBand)

  • Experience with Kubernetes or Slurm and performance tuning using GPU profiling and monitoring tools

This role is not a fit if your experience is limited to single-node training, high-level AI strategy, or non-production research environments. We are looking for engineers and architects who thrive at the intersection of AI workloads and large-scale infrastructure.

What's offered

Location: Remote from anywhere in Europe

Total compensation up to EU 300k (base + variable), depending on level and experience

About the job

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Posted on

Job type

Full Time

Experience level

Salary

Salary: 300k-300k EUR

Location requirements

Hiring timezones

United States +/- 0 hours

About The Next Chapter W&S

Learn more about The Next Chapter W&S and their company culture.

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The Next Chapter is a Dutch-based recruitment agency specializing in IT, (High) Tech, Science, and start/scale-ups. Founded in 2021 by Niels Jordens and Roeland Pluijm, the company focuses on connecting English language technical talent with opportunities in The Netherlands. They offer flexible recruitment services including contingency-based hiring, retained search, and RaaS (Recruiter as a Service) where they act as dedicated in-house recruiters for clients.

The agency combines decades of international and technical recruitment experience to fill often hard-to-fill technical specialist roles. They maintain transparency and integrity while supporting both jobseekers and employers with relocation, work permit rules, and the 30% ruling. Their no-nonsense approach is built on extensive technical and international recruitment expertise, making them a trusted partner for companies seeking highly skilled IT and engineering professionals across The Netherlands and occasionally abroad.

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The Next Chapter W&S

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