Senior Machine Learning Engineer - Generative AI
- In collaboration with product managers and engineers, research, scope and validate use cases where LLMs can improve Checkout.com's product features and business processes
- Design, develop, and fine-tune LLMs for various applications such as chatbots, virtual assistants, text generation, and more.
- Ensure we have the right processes and tools to curate and preprocess large datasets for training and evaluating LLMs, implement strategies for data augmentation, labeling, and annotation.
- As the technical thought leader, increase the AI fluency in the wider business through supporting training programs and mentoring others.
- Ensure that LLM applications adhere to ethical standards and comply with relevant regulations.
- Proven track record of developing and deploying LLM-based solutions in an enterprise setting as a senior/staff scientist.
- Proficiency in Python and libraries such as TensorFlow, PyTorch, Hugging Face Transformers, and spaCy.Strong understanding of LLM architectures (e.g., GPT, BERT, T5) and experience fine-tuning them for specific tasks.
- Demonstrable experience in utilising different model architectures and training techniques to optimize performance
- Familiarity with prompt engineering techniques and frameworks like LangChain, LlamaIndex, or DSpy. Good understanding of LLM models, including other components like VectorDBs and document loaders.
- Strong analytical and problem-solving skills, with the ability to work with complex datasets and extract meaningful insights.
- Excellent verbal and written communication skills, with the ability to explain complex technical concepts to non-technical stakeholders.
- Strong ability to collaborate and communicate with a large and varied group of stakeholders to embed AI into workflows and product features.
- Experience with conversational AI and chatbot development.
- Familiarity with ethical considerations and best practices in AI.
- Previous experience in a mentorship or leadership role within a data science team.
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