ML & LLM Engineer

About the Role

As a Machine Learning engineer at Zomato, you will be working on a number of interesting problems across a wide range of use cases, like restaurant recommendations, identifying and controlling spam/biased reviews, mining useful insights from reviews, classifying user photos, and even restaurant search ranking – things aimed at improving the customer experience and the product overall. As a key member of our engineering team, you will contribute to all aspects of the software life cycle: design, implementation, testing, experimentation, and fixing any bugs you create. We’re looking for someone who is willing to dive deep, experiment and iterate rapidly, and get things done.

Responsibilities

• Maintain and optimise the large-scale Machine Learning infrastructure that powers our Search ranking models.
• Use Natural Language Processing to understand text content like reviews and comments on Zomato, to extract useful content such as dish tags, review summaries/highlights, sentiment analysis from reviews, and also improve our bias-detection algorithms.
• Build and constantly improve our restaurant and dish recommendation engines, to show users relevant, useful content based on their history, preferences, time of day etc.
• Work with other engineers to implement algorithms, abstractions and systems in an efficient way, with strong positive impact on our user-facing products.
• Identify new opportunities to apply Machine Learning to different parts of the Zomato product.
• Take end-to-end ownership of Machine Learning systems - from data pipelines and training to real-time prediction engines.

Requirements

• 3 to 6 years of experience in ML backend development.
• Strong command of Python/Go as backend language.
• Solid engineering principles, problem solving and a clear understanding of data structures and algorithms.
• Prior experience with large-scale systems, consumer tech experience is a plus.
• Experience or knowledge in generative ai, llm and fine tuning and stable diffusion.
• Ability to join in less than 30 days.