Build the teams that take AI into production.
Acquism partners with companies building and scaling production AI, connecting them with technically qualified specialists across AI / ML Platform, GPU / AI Infrastructure and Inference / Serving.
Acquism partners with companies building and scaling production AI, connecting them with technically qualified specialists across AI / ML Platform, GPU / AI Infrastructure and Inference / Serving.
Trusted by engineering teams at leading companies,


we specialise in the engineering that takes AI into production –

AI / ML Platform, GPU / AI Infrastructure and Inference / Serving, with capability overlays that run across all three.

Engineers who build and run the platforms, pipelines and tooling that take models from training to production – ML and AI platforms, MLOps workflows, model registries, deployment and monitoring – so teams can ship and operate models reliably at scale.

Engineers who build and operate the compute behind AI workloads – GPU clusters, HPC environments, Kubernetes, scheduling and high-performance networking – including the infrastructure for large-scale distributed training.

Engineers who serve models and LLMs in production – building inference platforms and serving infrastructure, and optimising latency, throughput and cost for real-time and batch inference.

Senior roles that cut across all three domains: MLOps and ML reliability, LLMOps and GenAI platforms, AI and ML platform architecture, and ML systems engineering.
From GPU infrastructure and Kubernetes to ML platforms, LLM operations and high-performance inference, we identify and technically qualify the engineers responsible for taking AI from development into reliable production.

Whether you are building an internal ML platform, scaling GPU infrastructure, improving model-serving performance or strengthening the wider production AI stack, Acquism helps you find technically qualified specialists with directly relevant production experience.
Long-term hires for ML Platform, AI Infrastructure and Inference teams, from senior engineers to platform architects. Every shortlisted candidate is technically screened against your production requirements.
Experienced contractors for platform builds, GPU capacity ramp-ups, migrations and inference optimisation, available at short notice across Switzerland and DACH.
A dedicated, confidential search for senior, niche or business-critical roles – such as Head of ML Platform or AI Infrastructure Architect – backed by market mapping from our talent intelligence.
Compliant contracting, onboarding and payroll for your contractors, so you can engage specialist talent quickly without the administrative burden.
Our production AI expertise, engagement options and screening approach in one short guide.
Current roles across ML Platform, AI Infrastructure and Model Serving / Inference, with a focus on Switzerland and DACH. Don’t see the right fit? Join our AI Talent Network and we’ll be in touch as relevant roles open.
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Hiring for a production AI team, or an engineer considering your next move? Tell us what you need and a specialist consultant will get back to you promptly.
Let's talkShare your hiring requirement and we’ll come back with a clear view of the market, candidate availability and realistic timelines.
Join our AI Talent Network. We review every profile personally and invite relevant engineers to a structured screening.
Switzerland is our primary specialist market, with a growing network across Germany and DACH and selective coverage in the Netherlands and the United Kingdom.