Machine Learning Researcher
5 days ago
About PolyAI:
We are a leader in automating customer service through innovative voice technology. Our voice assistants empower businesses to deliver exceptional customer service at every interaction.
Job Summary:
We are seeking a dedicated and innovative Research Engineer to join our team and enhance our machine learning models. As a Research Engineer at PolyAI, you will play a crucial role in setting up and optimizing the data pipeline for training and evaluating our models.
Your Key Responsibilities:
- Develop libraries and tools to assist with research projects, such as evaluation suites, optimized Large Language Model (LLM) inference, synthetic data pipelines, etc.
- Manage and maintain machine learning datasets and associated tooling, ensuring it provides the necessary data for model training and continuous improvement.
- Assist in the creation of synthetic data, customer data annotation, ensuring rigorous data quality control.
- Optimize GPU utilization and maintain an efficient platform for ML training and inference in production.
- Collaborate with product and engineering teams to ensure alignment with business and production objectives.
Requirements:
- A degree in Computer Science or a related field, or equivalent industry experience.
- Hands-on experience in tuning machine learning models and building evaluation frameworks.
- Strong understanding of data quality standards and annotation processes.
- Proficiency in Python and familiarity with relevant ML frameworks and libraries (e.g., PyTorch).
- Experience with cloud services such as AWS, GCP, or Azure.
Benefits:
- Estimated salary: £80,000 - £100,000 per year.
- Participation in the company's employee share options plan.
- 25 days holiday, plus bank holidays.
- Flexible working from home policy.
- Enhanced parental leave.
- Yearly learning budget.
- Bike2Work scheme.
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