Design, develop, and enhance ML/AI models which mainly powers Search and Recommendation.
Crunch historical data, search queries, product catalog, and images to extract hidden relations and features.
Conduct research to explore ongoing cutting edge ML techniques (especially Deep Learning) and ability to conduct quick POC
Integrate and scale the ML components to production-level that can handle terabytes of data
Participate in lean and agile development processes in a test and monitoring-driven environment, while collaborating with backend engineers and product managers
BS/MS degree in Computer Science or a related discipline with a strong mathematical foundation.
Strong understanding of various machine learning and natural language processing technologies, such as classification, information retrieval, clustering, semi-supervised learning and ranking.
2+ years experience building ML driven fast and scalable ML/analytical algorithms in a corporate or startup environment using Python, Spark/MLlib and Hadoop. Ability to slice and dice data at scale using SQL/Redshift.
Exposure to Deep Learning stack utilizing (PyTorch/Keras/TensorFlow) and Techniques (e.g. Representation/Transfer Learning, RNN/LSTM, Transformers).
Excellent problem solving, analytical skills, data structures and algorithms.
Experience working with distributed systems like Spark/Hadoop at significant scale in a cloud based production environment (AWS/Azure/GCP).
Experience working with open source enterprise search technologies (e.g Apache Solr) will be an added advantage.
Bloomreach is the leader in digital and commerce experienceâ˘. Our flagship product, brX, is the only digital experience platform built specifically for brands, retailers and B2B companies who want to grow their revenue online while delivering each of their customers a premium, personalized experience. brX is the only platform that combines content and experience management with market-leading, AI-driven search, merchandising and personalization together in one efficient, modern platform.
Our India team is a critical product development and innovation hub for the company, with many of the company's key products and technology initiatives created and developed by this team. Bloomreach Search, our search and personalization product, was built and shipped out of our Bangalore office.
Bloomreach is seeking a seasoned Machine Learning Engineer to own the design and implementation of cutting-edge AI driven algorithmic components for search, recommendation and behavioral insights that are used to personalize digital experiences for our customers.
Our data science team is responsible for the data science modules that power all the products of the company, including Search Relevance, User Personalization, Recommendation, Content Intelligence and Analytics. We invent and apply machine learning, data mining, and information retrieval algorithms to understand, identify, and improve web content discovery. We have built industry leading algorithms in search/recommendations for the commerce space that serve the most relevant experiences using Artificial Intelligence with the goal-building AI driven experiences beyond commerce.
We are currently allowing flexibility for all our employees to work from anywhere.
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