Senior Data Scientist
2 weeks ago
About The PositionThe core of our real estate tech ecosystem is the products that we build and the data that powersthem. With a large number of products and business functions in place, data flows massively into ourbackend. Transactions, click events, uploads, updates, geospatial events, etc. flows in the system inlarge volumes and varieties.AI & Machine Learning powers a large section of our Product and Technology workloads. From brokerban to pricing, image processing to geospatial intelligence, speech processing to language models - alarge number of ML solutions power some of the core aspects of our business. Right from inception wehave had Applied ML in production, meeting our core value proposition. We have some of the best inclass models with respect to listing sanity, recommendations, computer vision, speech recognition andnatural language processingAs a Senior ML Engineer, you will be building the next generation data intel for the largest C2C realestate platform in the country. You will work with Data Scientists to undertake research, development,testing and release of valuable ML models and Heuristic algorithms powered by data. You will workwith Product Managers and other stakeholders to formulate and solve business problems with thepower of data. What will you do?● Work with a team of ML Engineers to solve business problems with data centric solutions● Formulate business and technical problems in terms of Machine Learning.● Contribute in the research & development of models across various domains - such as speech,images & text. ● Contribute in LoRa fine tunings & creating RAGs for LLMs in colloquial languages.● Build consumer & enterprise scale applications for speech & language models.● Take part in validation, monitoring, reporting, maintenance, deployment & upgradation ofexisting ML models & heuristic algorithms in production● Manage end to end ML life cycle from Experimentation, Analysis, Modeling & Productionizingof relevant workloads● Take part in Planning, Development & Execution of team projects with respect to research aswell as development. What will you bring? Strong quantitative aptitude and technical knowledge in the field of Applied AI & LLMsStrong programming skillsExcellent knowledge in theoretical and applied ML including LLMsRelevant track record/ academic excellence in the field of ML with exposure to working withconsumer scale ML applications.Proven ability to manage multiple stakeholders, define requirements, formulate and implementtechnical solutionsAbility to communicate, guide and mentor a team of ML Engineers & Data ScientistsCreative, collaborative, design thinking and product-focusedExpected to perform well in a fast-paced environment, to execute on the tasks assigned, to meetthe production deadlines, and, at the same time, to explore independently new innovative ideasthat can improve and transform the product experience of our customers.Be able to deliver technologies aligned with the core values of , ensuring thehighest standards of quality, rigor, innovation, and respect for user privacy We offer a workplace environment that is challenging and rewarding at the same time, with minimalformal structure. Our employees like our users form the core of what we stand for and we promote aculture that is focused on building solutions aggressively with a great deal of compassion at the sametime.
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