Machine Learning Platform Engineer
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Job Description
ML platform engineer building infrastructure for A1’s proactive smart assistant. Developing scalable training, inference, observability, and deployment systems for reliable AI products.
Responsibilities:
- Build and operate the ML infrastructure and platforms powering A1’s 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 that enable AI engineers and researchers to experiment, evaluate, and ship models faster
- 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
- Work closely with AI engineers, researchers, and product teams to turn evolving model requirements into production-ready infrastructure
Requirements:
- Strong software engineering fundamentals and experience building production systems
- 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
- Python
- PyTorch / JAX
- LLM and ML serving infrastructure such as vLLM, SGLang, or TensorRT-LLM
- Cloud infrastructure
- Distributed systems
- ML/data pipelines and workflow orchestration
- GPU infrastructure and performance tooling
- Vector databases and retrieval infrastructure
- Professional/fluent English proficiency for technical communication
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