About this role: - The NLP(Natural Language Processing) Lead would be a part of the Core Team (Core Project Team would comprise of Analytics Lead, Data Architect, NLP Lead, Technology /Usability lead and would be led by a Project Director) - All the core team members would be experts with 10+ years of experience in their respective domains. The core team would play a pivotal role in effective execution of the project as well as presentation of the delivery plan to the clients senior management committee - The NLP Lead would be responsible for the design, build, operationalization and governance of robust and system-tested self-service analytics models which use NLP as a key technique. Such self-service analytics platform would require to be deployed on the clients cloud platform and on-site location - This includes large scale projects (USD 500K and above) and type of clients (industry leaders across domains, including Government and public sector RFP based initiatives) that SGA works with. - The NLP Lead would be responsible for building and deploying a highly user-friendly and user-interactive visualization (web portal) platform in particular search functionality for web/app based platforms - The NLP Lead would be the expert at understanding the business application of the various sets of large database (at least 5 TB+) across formats (structured, semi-structured, structured) hosted at multiple cloud platforms of the client, by working closely with the relevant stakeholders at the clients site. - This role would require deep hands-on expertise in previous similar projects of at least INR 3-5 Crores revenue size, with case examples and strong client references. Required Work Experience: - 5+ years of relevant experience in NLP-driven product development for large clients - Experience in large scale projects based on NLP as a key technique, with application on NLP algorithms involving text mining, topic modeling, un-structured to structured text classification, sentiment analysis, etc. - Experience in building smart and user-intuitive Search functionality or similar functionality build for web or app portals, basis unstructured textual or images data (1TB +) spread across varied data sources, URLs, database architectures Project Characteristics: The applicant must be able to demonstrate expertise and experience on a minimum of at least 2-3 previously successful client assignments (each worth a minimum commercial scale of INR 2 Crore) that have involved- - Mining and natural language processing based search on 1TB+ high data with interactive visualization - Extraction of large amounts of semi-structured data and its processing into machine readable formats with semantic classification of data points into a common schema - Successful roll-out of a live web/app interface with backend consisting of data warehousing from 1TB+ high data volumes; Domain : IT/ Technology / BFSI/ Telecom/CPG-Retail/ E-commerce/ Consultancy &amp; Service Providers, Start-ups in Analytics and Ai solutions, etc. Job Responsibilities: - Employ natural language understanding of search query (not token keyword search) to provide: (i) Simple and intuitive Input Interpretations of the textual query; and (ii) Suggested Alternatives for each query subcomponent based on function of users profile and previous similar searches (iii) Relevant Representations of results (e.g. time series graphs, comparative graphs/tables) based on query of user. - Build a world-class Search functionality that a) allows users to search content across a variety of criteria (sector, indicator, location) from search bar, through map-based search, and from data catalogue. (b) Provides context and/or query-based suggested/related/recommended links and understanding of synonyms - Be the NLP Practice Area Leader, and present a concrete solutions architecture plan on NLP based search functionality (backed up by visible case studies) and implementation process-map, to prospective clients- especially for large scale RFP projects - Closely collaborate with Data/ Systems Architect, Ui Practice Lead, Analytics/ Data Science lead and be accountable to the Project Director, to drive mile-stone based delivery - Contracting with relevant vendors (resource outsourcing, technology product licensing) as per the budgets and technical requirements of the project - Should identify and propose the appropriate NLP programming language to facilitate real-time integration with cloud platforms - Be entirely responsible for driving all SLAs related to user Search functionality -- acceptance testing, prototype building, code freeze and deployment on production. - Liaise with relevant client stakeholders to drive clarity and sign-offs on required data related inputs, as well as intermediate data schema layout related guidelines - Work closely with the Systems Architect inorder to finalize on a data warehouse architecture that is amenable and scalable to NLP-driven search functionalities /text mining ( as well as other machine learning solutions) - Work closely with the Visualization /BI Practice Expert so as to design optimal workflows as well as visualization Ui front-end tools (including a tie-up with possible vendors) that can ensure industry standards on web-site data streaming time and data accuracy levels Specific Skills / Expertise: - Tools/ Scripting Languages: Python, PySpark, NLP packages, HTML, CMS, Javascript, Node.js - Databases: MySQL, RedShift, MariaDB, BigQuery, Oracle, MongoDB - Cloud Platforms: AWS, MS Azure, GCP, Oracle cloud, etc. - Certification in NLP is mandatory

Delhi

SG Analytics - Lead - Natural Language Processing 

SG Analytics - Lead - Natural Language Processing  ,Job Description for SG Analytics - Lead - Natural Language Processing  in SG Analytics in  Delhi for (10-20) years of experience. Apply Now!

Job Description for SG Analytics - Lead - Natural Language Processing  in SG Analytics in  Delhi for (10-20) years of experience. Apply Now!