Python Inference Engineer
Gcore
Job description
About the role
This position is available only under an employment (labor) agreement. At Gcore you’ll help design and deliver the invisible infrastructure that keeps digital experiences fast, reliable, and secure. You will join the Edge Cloud&AI Team to build the inference layer for an AI‑driven world.
Key responsibilities
- Build and improve the inference layer of the Gcore Inference platform.
- Integrate and operate inference frameworks such as vLLM, SGLang, NVIDIA Dynamo, and TensorRT‑LLM.
- Bring new language and multimodal models into production.
- Improve inference latency, throughput, memory use, GPU utilization, and cost efficiency.
- Debug performance and reliability issues across model code, inference frameworks, GPU execution, networking, and Kubernetes.
- Collaborate with platform, infrastructure, product, and customer‑facing teams to turn improvements into reliable product features.
- Contribute improvements to open‑source inference projects when appropriate.
Required profile
- 5+ years of experience writing reliable, well‑tested production code.
- Strong Python skills and experience designing production systems.
- Hands‑on experience with PyTorch and deploying machine‑learning models.
- Experience with Linux, Docker, and Kubernetes.
- Experience in at least one relevant area: distributed systems, GPU computing, ML runtimes, model optimization, or cluster scheduling.
- Ability to debug complex problems across software, infrastructure, and hardware.
- Strong sense of developer experience and genuine interest in inference engineering.
- Good communication and collaboration skills.
Required skills
- Python
- PyTorch
- Linux
- Docker
- Kubernetes
- vLLM
- SGLang
- NVIDIA Dynamo
- TensorRT‑LLM
- CUDA
- Triton
- TensorRT
What we offer
- Competitive compensation.
- Flexible working hours and hybrid or remote options, depending on the role.
- Work from anywhere in the world for up to 45 days per year.
- Private medical insurance for you and your family.
- Extra paid vacation and sick‑leave days.
- Support for life’s important moments and celebrations.
- Language courses to help you connect and grow.
- Modern offices with snacks, drinks, and entertainment.
- Team sports and social activities.
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Published 22 hours ago
Expires 1 month from now
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