Senior Machine Learning Infrastructure Architect
2 weeks ago
Job Summary
We are seeking a highly skilled Senior Machine Learning Infrastructure Architect to join our team at European Tech Recruit. As a key member of our AI innovation team, you will play a crucial role in developing a robust framework for rapid training and experimentation of large language models.
Key Responsibilities
- Architect and implement a high-throughput inference engine to deploy large machine learning models to customers at scale and across distributed systems.
- Develop and manage high-performance computing clusters across GPU/TPU, leveraging frameworks such as PyTorch.
- Design and optimize software architecture for efficient serving of large machine learning models at scale, utilizing libraries like deepspeed.
- Collaborate with cross-functional teams to integrate machine learning models into our automated pipeline, ensuring high throughput training runs and rapid experimentation.
- Stay up-to-date with the latest AI research and implement cutting-edge systems to drive business growth.
Requirements
- Minimum 2-3 years of professional experience in a similar capacity, preferably in a leading machine learning company.
- Strong software engineering acumen, with expertise in software design/architecture, particularly in Python.
- Experience in creating and managing high-performance computing clusters, preferably in PyTorch.
- Proficiency in efficient serving of large machine learning models at scale, including quantization and distributed computing, leveraging libraries such as deepspeed.
- Understanding of the latest AI research and ability to efficiently implement these systems.
Nice to Have
- Experience as an early engineer at a fast-growing startup.
- Interest in and consideration of the impacts of AI technology.
What We Offer
- Visa sponsorship and relocation support for the right candidate.
- A dynamic and innovative work environment with opportunities for growth and development.
- A competitive salary and benefits package.
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London, Greater London, United Kingdom European Tech Recruit Full timeSenior Machine Learning Infrastructure EngineerWe are seeking a highly skilled Senior Machine Learning Infrastructure Engineer to join our team at European Tech Recruit. As a key member of our AI Innovation Team, you will play a crucial role in developing a robust framework for rapid training and experimentation of large language models.Key...
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London, Greater London, United Kingdom European Tech Recruit Full timeSenior Machine Learning Infrastructure EngineerWe are seeking a highly skilled Senior Machine Learning Infrastructure Engineer to join our team at European Tech Recruit. As a key member of our AI Innovation Team, you will play a crucial role in developing a robust framework for rapid training and experimentation of large language models.Key...
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London, Greater London, United Kingdom European Tech Recruit Full timeJob OverviewWe are seeking a highly skilled Senior Machine Learning Infrastructure Engineer to join our team at European Tech Recruit. As a key member of our AI innovation team, you will play a crucial role in developing a robust framework for rapid training and experimentation of large language models.Key Responsibilities:Architecting an internal platform...
