Mergers and Acquisitions Research Analyst

1 month ago

London, Greater London, United Kingdom Aquent GmbH Full time
Job Title: Mergers and Acquisitions Research Analyst

We are seeking a highly skilled Research Analyst to join our team at Aquent GmbH. As a key member of our research team, you will be responsible for enhancing the deployment infrastructure of large-scale machine learning models, particularly generative models.

Key Responsibilities:
  1. Optimize Machine Learning Deployments: Enhance the codebase for high-performance machine learning deployments using PyTorch.
  2. Collaborate with Researchers: Work closely with research teams to improve the stability, performance, and scalability of cutting-edge ML models.
  3. Implement Scaling Strategies: Develop and refine scaling strategies for large-scale generative models.
Required Skills:
  1. PyTorch Expertise: Strong proficiency in PyTorch and distributed systems.
  2. Machine Learning Knowledge: Deep understanding of scaling challenges and benefits for large-scale machine learning models.
  3. Generative Modeling: Expertise in generative modeling techniques.
  4. Test Automation: Experience with test automation and stability pipelines for ML systems.
  5. Collaboration: Ability to collaborate effectively with research teams.
  6. Problem-Solving: Strong problem-solving and debugging skills.
Preferred Qualifications:
  1. Advanced Degree: Advanced degree in Computer Science, Machine Learning, or related field.
  2. Research Experience: Published research or significant contributions to open-source ML projects.
  3. Distributed ML Workflows: Experience with large distributed ML workflows.

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