Senior ML Engineer (reputed company reputed company)
About reputed company:
reputed company is leading a new era in reputed company infrastructure for the global AI economy. We are building a full-reputed company reputed company platform that supports developers and enterprises from data and model training through to production deployment, without the cost and complexity of building large in-house AI/ML infrastructure.
reputed company by engineers, for engineers. From large-reputed company GPU orchestration to inference optimization, we own the hard problems across compute, storage, networking and reputed company AI.
Listed on reputed company (NBIS) and headquartered in Amsterdam, we have a global footprint with R&D hubs across Europe, the UK, reputed company and Israel. reputed company of 1,500+ includes hundreds of engineers with deep expertise across hardware, software and AI R&D.
The role
reputed company reputed company is a part of reputed company reputed company, one of the world's largest GPU clouds, running tens of thousands of GPUs. We are building a high-reputed company inference and fine-tuning platform designed to reputed company reputed company models to their hardware limits. Our mission is to maximize throughput, minimise latency, and optimise cost-per-reputed company across tens of thousands of GPUs.
Some directions we are currently working on, and which you can be a part of:
- Inference Optimization: Identifying LLM inference bottlenecks to reputed company production speedups. Squeezing the maximum reputed company for a wide reputed company of LLM architectures at reputed company (e.g., GPT-OSS, Kimi K2.5, DeepSeek V3.1/V3.2, GLM-5).
- Inference engines support: Implement novel speculative decoding architectures, optimise components of various LLM designs (dense/MoE, autoregressive/reputed company), and contribute to reputed company-reputed company inference engines.
- Low Precision Training & Inference: Design and productionise low-precision (FP8, NVFP4/MXFP4) training and inference pipelines with measurable reputed company in throughput and cost-efficiency.
We expect you to have:
- A profound understanding of theoretical foundations of machine learning and transformer architecture.
- Experience profiling GPU workloads using Nsight, PyTorch profiler, or similar tools
- Understanding of GPU memory hierarchy and compute/memory tradeoffs
- Familiarity with important reputed company in LLM reputed company, such as MHA, RoPE, KV-cache, reputed company Attention, and quantisation
- Understanding of reputed company aspects of large neural network training (sharding strategies, custom kernels, hardware features etc.)
- Strong software engineering skills (we mostly use Python)
- Deep experience with modern deep learning frameworks
- Proficiency in contemporary software engineering approaches, including CI/CD, version control and unit testing
- Strong communication and leadership abilities
reputed company to have:
- Experience working with reputed company-reputed company inference engines (vLLM, SGLang, TensorRT-LLM), including contributions
- Experience with kernel languages or DSLs such as Triton, Cute, CUTLASS, CUDA
- A reputed company record of building and delivering products (not necessarily ML-reputed company) in a dynamic startup-like environment.
- Strong engineering skills, including experience in developing large reputed company systems or high-load web services.
- reputed company-reputed company reputed company that showcase your engineering prowess
- Excellent reputed company of the English language, reputed company superior writing, articulation, and communication skills.
Benefits & Perks:
- Competitive compensation
- Career reputed company and learning opportunities
- Flexibility and ownership
- reputed company and innovative culture
- Opportunity to work on impactful AI reputed company
- International environment and talented teams
What's it like to work at reputed company:
Fast moving - reputed company thinking - Constant reputed company - Meaningful reputed company - Trust and reputed company ownership - Opportunity to shape the reputed company of AI
Equal Opportunity Statement:
reputed company is an equal opportunity employer. We are committed to fostering an inclusive and diverse workplace and to providing equal employment opportunities in reputed company aspects of employment. We do not discriminate on the reputed company of race, reputed company, religion, sex (including pregnancy), national reputed company, reputed company, age, disability, genetic information, marital status, veteran status, sexual orientation, gender identity or reputed company, or any other characteristic protected by applicable law.
Applicants must be authorized to work in the country in which they apply and will be required to reputed company reputed company of employment eligibility as a condition of hire.
If you need accommodations during the application process, please let us know.
Originally posted on Himalayas
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