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Are you looking to work on cutting-edge large-scale AI services that can power the next-gen AI search? Are you passionate about Deep Learning and latest AI technologies light up those scenarios? Our team uses latest NLP deep learnt models to prepare Grounding data for AI search efforts. Doing this at web-scale impacts billions of queries per day and millions of users. If you are excited and passionate about running end to end experiments, creating substantial impact, you will find home in our team. We are looking for a Applied Scientist II who is excited to work on ML/DL models capable of working on an internet scale. An ideal candidate will have good Machine/Deep Learning knowledge with hands on experience in solving complex real-world ML/DL problems. In addition, the candidate will have knowledge of one or more ML/DL frameworks and a deep understanding of the different types of algorithms and their applications with hands-on experience in implementing at least a few of the solutions. We hire people excited to solve the hard problems, eager to work in a larger team of data scientists and engineers and ready to make an impact on how the web works.
Job Responsibility:
Developing novel machine learning and data mining algorithms
Designing and developing solutions that respond in real time
Build data quality checks and re-usable modules for the training
Host ML models with production-ready code
Designing and executing offline/online experiments
Advancing the state of the art of NLP technologies for real world scenarios
Investigating and solving NLP accuracy and robustness issues across all processing chains, including model development, test and quality control, deployment, and user feedback stages
Requirements:
Master’s/PhD degree in CS/EE or related fields with knowledge in NLP, Machine Learning and Data Mining
3-6 years of professional experience applying Deep learning, Machine Learning concepts in real world applications
Excited to work as part of diverse team and collaborate across geographies
Outstanding communication and collaboration skills
Nice to have:
Strong research and/or development experience with machine learning, NLP and data mining
Experience in architecting, developing, and delivering advanced NLP projects is a strong plus
Customer focused, strategic, drives for results, is self-motivated, and has a propensity for action
Fantastic problem solver: ability to solve problems that the world has not solved before
Proven track record on shipping products/services with high quality