AI Platform Engineer: Build Scalable ML Infra & Pipelines

AI Chopping Block; Portugal; Teletrabalho; EUR 60 000 - 95 000; Tempo integral

Resumo da oferta

A1 is seeking an ML Platform Engineer to build and operate the infrastructure powering its AI capabilities. You will design systems for training, deployment, inference, observability, and continuous improvement, collaborating with AI engineers, researchers, and product teams to ship reliable AI products.

You will focus on scalable, low-latency, cost-efficient platforms and runbooks to enable rapid experimentation and productionization across the ML stack.

Qualificações

• Strong software engineering fundamentals.
• Experience building ML infrastructure, platforms, or production machine learning systems.
• Experience with model deployment, inference, evaluation, or data pipelines.
• Strong understanding of distributed systems and system reliability.
• Ability to write clean, maintainable, production-quality code.
• Comfortable working in ambiguous, fast-moving environments.
• Bias toward ownership, experimentation, and continuous improvement.

Responsabilidades

• Build the ML infrastructure and platforms powering AI products.
• Design systems for model training, evaluation, deployment, inference, and experimentation.
• Build and optimise model serving and inference infrastructure for high-throughput and low-latency workloads.
• Improve reliability, scalability, latency, and cost efficiency of AI systems.
• Develop reliable pipelines for data preparation, training, evaluation, model release, and continuous improvement.
• Build platforms and tooling for rapid experimentation and productionization.
• Develop evaluation and benchmarking infrastructure to measure model quality, performance, and regressions.
• Build production observability, monitoring, tracing, and alerting for AI/ML workloads.
• Identify bottlenecks across the ML stack and continuously improve system performance.

Conhecimentos

Software engineering

ML infrastructure

Model deployment

Data pipelines

Distributed systems

Observability

Experimentation

Ferramentas

Python

PyTorch

JAX

vLLM

SGLang

TensorRT-LLM

Descrição da oferta de emprego

A1 is seeking an ML Platform Engineer to build and operate the infrastructure powering its AI capabilities. You will design systems for training, deployment, inference, observability, and continuous improvement, collaborating with AI engineers, researchers, and product teams to ship reliable AI products.

You will focus on scalable, low-latency, cost-efficient platforms and runbooks to enable rapid experimentation and productionization across the ML stack.