About PolyAI
PolyAI is a leader in automating customer service through cutting-edge voice technology. Our voice assistants empower businesses to deliver exceptional customer service at every interaction. We are seeking a dedicated and innovative Research Scientist to join our team and elevate our machine learning models to new heights.
Job Details
As a Research Scientist specialising in large language model post-training, you will play a key role in shaping and implementing strategies for aligning language models for use in our conversational AI platform. Your primary focus will be on post-training techniques such as preference- finetuning, reward modelling, synthetic data generation etc.
Responsibilities:
- Train models and conduct experiments to assess model performance in live deployments
- Work on experimental model architectures, exploring multimodal, efficient long-context etc.
- Develop post-training strategies to achieve state of the art performance on domain-specific tasks
- Generate, collect, and annotate contact center data from sources such as real customer calls, chats, online open datasets, and synthetic data
- Develop robust evaluation benchmarks to track improvements in production models
- Collaborate with the legal and compliance team to address any compliance or data privacy-related issues
- Work closely with product and engineering teams to ensure alignment with business and production goals
- Stay informed about the latest advancements in machine learning, ASR, TTS, and LLM to continuously enhance our technologies
Requirements
- A degree in Computer Science, Machine Learning, or a related field, or equivalent industry experience
- 3+ years of experience working with deep learning and statistical models
- Strong knowledge of data quality standards and annotation processes, with the ability to independently evaluate and improve models
- Proficiency in Python and familiarity with relevant ML frameworks and libraries (e.g., PyTorch)
- Experience with cloud services such as AWS, GCP, or Azure
- Excellent verbal and written communication skills, with the ability to convey complex technical concepts to diverse audiences
- A passion for solving technical challenges and driving practical solutions
Preferred Qualifications:
- Experience working with LLMs and data preparation pipelines.
- Experience with speech models, such as ASR or TTS.
Why Join PolyAI: At PolyAI, we are dedicated to pushing the boundaries of voice technology and machine learning. You will have the opportunity to work with a talented and diverse team, contribute to groundbreaking projects, and make a significant impact on the future of customer service automation. We offer a dynamic and inclusive work environment, competitive compensation, and opportunities for professional growth.
PolyAI is an equal-opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.
Benefits
Participation in the company’s employee share options plan
25 days holiday, plus bank holidays
Flexible working from home policy plus a one-off WFH allowance when you join
Work from outside of the UK for up to 6 months each year
Enhanced parental leave
Bike2Work scheme
Annual learning and development allowance
Company-funded fertility and family-forming programmes
Menopause care programme with Maven
Private healthcare and dental cover, discounts on gym members and relaxation apps, and access to a range of mental health programs
Equal Opportunity Statement:
PolyAI is proud to be an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.
All employment decisions at PolyAI will be based on the business needs without attention to ethnicity, religion, sexual orientation, gender identity, family or parental status, national origin, neurodiversity status or disability status.
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