[visionlist] Open Position- Data Scientist at Info Edge India Ltd.(Naukri.com)
monika.jain at naukri.com
Tue Mar 27 07:36:30 -05 2018
Job Role: Data Scientist
Job Location: Noida (Delhi NCR)
Contact Person: Monika Jain (HR- Naukri.com)
Interested folks please share your profile on monika.jain at naukri.com<mailto:monika.jain at naukri.com>
About Info Edge: - Info Edge is India's leading consumer internet company. With online presence in recruitment, matrimony, real estate and education, and strong brands like Naukri.com, 99acres.com, jeevansathi.com and Shiksha.com, we are a 4000 people strong organization.
We are based out of Noida, part of the National Capital Region, Delhi.
Info Edge has a strong Technology and Product Management focus. We have a fast growing team of Engineers, Product Managers, User Interface Designers, Online Marketing experts, Search Engineers, Technical Architects and Analytics & NLP/Data Science experts. The current team size is more than 300 people.
We realize the power of Analytics- Data Science and are very excited about the success we have achieved in solving complex business problems related to matching, recommendation and searching. Enthused by our achievements we now want to expand our current team with the strategic intent of solving many more problems in the long as well as short term.
Introduction to Analytics- Data Scientists Team: -
The Analytics and Algorithms team was set up more than 10 years ago at Info Edge. We focus on solving the most critical business problems for the company, which includes matching between jobseekers and recruiters for Naukri, matching bride and groom for Jeevansathi, matching buyers and sellers for 99acres and so on.
Internet domain provides the opportunities to test and learn various advanced techniques (Machine Learning, Deep Learning, NLP, Semantic Technologies etc.) and Technologies like Hadoop, Nosql-MongoDB, neo4J etc. We at Naukri leverage most of these techniques and technologies to build scalable and accurate Real Time Personalized Recommendation Engines, Notifications Systems and Semantics Search and Alert Systems. Analytics team works across technology platforms and languages, including Python, R, Elastic Search, MongoDB etc. Predictive Analytics substantially relies on machine learning and statistical techniques. As we have invested substantially in Naukri Job Alerts which analyzes the text CV and the text heavy job postings, we have developed extensive expertise in Natural Language Processing, Information Retrieval, Text Mining etc.
In addition to the matching problems, we apply the same principles online recommendations. Modeling life time value of potential customers helps us optimize marketing spends and our telesales teams prioritize their calling activity basis scores we assign to customers based on their propensity to pay. Analytics team is also responsible for Naukri JobSpeak Index and 99acres Property Price Trends.
Profile Description and Responsibilities:-
* Develop systems to enable semantic understanding of user content such as resumes, job description and profile information available through various sources, mostly in semi-structured text format.
* Build intelligent systems to capture and model the vast amount of behavior data to enrich the content understanding with behavioral information.
* Use cutting edge machine learning tools including NLP, deep learning, semantic search, LTR for building highly accurate and scalable recommender systems and information retrieval solutions.
* Research on innovative technologies to use the state of the art in recommender and search systems on real data.
* Design solutions for scalable and real-time performance on a significantly large data set. Use big data platforms to optimally use infrastructure and improve performance.
* Analyze human behavior, perform sentiment analysis, solve complex problems related to Text Mining, do research on Image Processing
* Strong fundamental understanding and research experience in machine learning/Deep Learning/NLP/Information Retrieval/Artificial Intelligence areas.
* An M.Tech (or B.Tech. with relevant experience) in Computer Science, Information Systems, Data Science or related disciplines with sound technical expertise in one or more of the above mentioned areas.
* An excellent problem solver with research oriented approach.
* Experience with capturing, managing and processing Big Data will be an added advantage.
Talent Acquisition Lead(Naukri.com)
M - 7838786998
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