Staff Machine Learning Engineer

Responsibilities:

• Design, build, and optimise scalable machine learning infrastructure to support training/fine-tuning, evaluation, and deployment of LLMs and their applications.
• Leverage LLMs to develop multi-turn, multi-hop conversational search systems and products.
• Craft new machine learning features and optimise existing ones to enhance quality metrics to meet the product requirements.
• Research and productionise next-gen search platforms using RAG (Retrieval Augmented Generation) architecture.
• Optimise system performance of retrieval, ranking, reasoning, and generation modules.
• Develop tools, processes, and metrics to measure and monitor the system performance and quality.
• Collaborate with cross-functional teams from machine learning, engineering, data analytics, product management, and go-to-market to build new products and/or features.

Requirements:

• A builder mentality.
• 10+ years of hands-on software engineering experience in building and scaling machine learning-based search, recommendation, or social network products or their supporting platforms.
• Effective communication skills with experience collaborating cross-functionally.
• A BS/MS/PhD in computer science or related fields.
• Experience in NLP or information retrieval-related fields.