Research Analyst
4 weeks ago
Job Title: Research Analyst
Client Location: Cambridge - hybrid
Starting: Asap
Pay Rate: £590 per day - UMBRELLA
Duration: 6 months
We are seeking a talented Research Analyst with a deep understanding of machine learning (ML) deployments, distributed systems, and scaling strategies. This role focuses on optimising large-scale ML models, particularly generative models, and enhancing their deployment infrastructure. You will work closely with research teams to improve the stability, performance, and scalability of cutting-edge ML models. Strong proficiency in PyTorch is essential for this role.
Responsibilities:
- Enhance codebase for high-performance machine learning deployments using PyTorch.
- Collaborate with researchers to improve test and stability pipelines for large-scale machine learning
- Optimize distributed systems for machine learning model deployment
- Implement and refine scaling strategies for large-scale generative models.
Required skills :
- Strong proficiency in PyTorch and distributed systems
- Deep understanding of scaling challenges and benefits for large-scale machine learning models
- Expertise in generative modeling techniques
- Experience with test automation and stability pipelines for ML systems
- Ability to collaborate effectively with research teams
- Strong problem-solving and debugging skills.
Preferred Qualifications:
- Advanced degree in Computer Science, Machine Learning, or related field
- Published research or significant contributions to open-source ML projects
- Experience with large distributed ML workflows.
Client Description:
Our Client is a multinational technology company that boasts some of the most popular consumer electronics on the planet. They also offer prolific media and entertainment services, software, cloud services, fitness accessories, and payment solutions.
Aquent is dedicated to improving inclusivity & is proudly an equal opportunities employer. We encourage applications from under-represented groups & are committed to providing support to applicants with disabilities. We aim to provide reasonable accommodation for any part of the employment process, to those with a medical condition, disability or neurodivergence.
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