Job Description

Ready to shape the future of work?At Genpact, we dont just adapt to changexe2x80x94we drive it. AI and digital innovation are redefining industries, and were leading the charge. Genpacts , our industry-first accelerator, is an example of how were scaling advanced technology solutions to help global enterprises work smarter, grow faster, and transform at scale. From large-scale models to , our breakthrough solutions tackle companies most complex challenges.If you thrive in a fast-moving, tech-driven environment, love solving real-world problems, and want to be part of a team thats shaping the future, this is your moment.Genpact (NYSE: G) is an advanced technology services and solutions company that delivers lasting value for leading enterprises globally. Through our deep business knowledge, operational excellence, and cutting-edge solutions we help companies across industries get ahead and stay ahead. Powered by curiosity, courage, and innovation, our teams implement data, technology, and AI to create tomorrow, today. Get to know us at and on , , , and .Inviting applications for the role of Lead Consultant, AI ML Lead!In this role, we are looking for candidates who have relevant years of experience in Text Mining. The Text Mining Scientist (TMS) is expected to play a pivotal bridging role between enterprise database teams, and business /functional resources. At a broad level, the TMS will leverage his/her solutioning expertise to translate the customers business need into a techno-analytic problem and appropriately work with database teams to bring large scale text analytic solutions to fruition. The right candidate should have prior experience in developing text mining and NLP solutions using open-source tools.Responsibilitiesxc2xb7 Develop transformative AI/ML solutions to address our clients' business requirements and challengesxc2xb7 Project Delivery - This would entail successful delivery of projects involving data Pre-processing, Model Training and Evaluation, Parameter Tuningxc2xb7 Manage Stakeholder/Customer Expectationsxc2xb7 Project Blue Printing and Project Documentationxc2xb7 Creating Project Planxc2xb7 Understand and research cutting edge industrial and academic developments in AI/ML with NLP/NLU applications in diverse industries such as CPG, Finance etc.xc2xb7 Conceptualize, Design, build and develop solution algorithms which demonstrate the minimum required functionality within tight timelinesxc2xb7 Interact with clients to collect, synthesize, and propose requirements and create effective analytics/text mining roadmap.xc2xb7 Work with digital development teams to integrate and transform these algorithms into production quality applicationsxc2xb7 Do applied research on a wide array of text analytics and machine learning projects, file patents and publish the papersQualifications we seek in you!Minimum Qualifications / Skillsxc2xb7 MS in Computer Science, Information systems, or Computer engineering, Systems Engineering with relevant experience in Text Mining / Natural Language Processing (NLP) tools, Data sciences, Big Data and algorithms.xc2xb7 Post-Graduation in MBA and Undergraduate degree in any engineering discipline, preferably Computer Science with relevant experiencexc2xb7 Full cycle experience desirable in atleast 1 Large Scale Text Mining/NLP project from creating a Business use case, Text Analytics assessment/roadmap, Technology & Analytic Solutioning, Implementation and Change Management, considerable experience in Hadoop including development in map-reduce frameworkTechnologyxc2xb7 Open Source Text Mining paradigms such as NLTK, OpenNLP, OpenCalais, StanfordNLP, GATE, UIMA, Lucene, and cloud based NLU tools such as DialogFlow, MS LUISxc2xb7 Exposure to Statistical Toolkits such as R, Weka, S-Plus, Matlab, SAS-Text Minerxc2xb7 Strong Core Java experience in large scale product development and functional knowledge of RDBMsxc2xb7 Hands on to programing in the Hadoop ecosystem, and concepts in distributed computingxc2xb7 Very good python/R programming skills. Java programming skills a plusMethodologyxc2xb7 Relevant years of experience in Solutioning & Consulting experience in verticals such as BFSI, CPG, with hands on delivering text analytics on large structured and unstructured dataxc2xb7 A solid foundation in AI Methodologies like ML, DL, NLP, Neural Networks, Information Retrieval and Extraction, NLG, NLUxc2xb7 Exposed to concepts in Natural Language Processing & Statistics, esp., in their application such as Sentiment Analysis, Contextual NLP, Dependency Parsing, Parsing, Chunking, Summarization, etcxc2xb7 Demonstrated ability to Conduct look-ahead client research with focus on supplementing and strengthening the clients analytics agenda with newer tools and techniquesPreferred Qualifications/ SkillsTechnologyxc2xb7 Expert level of understanding of NLP, NLU and Machine learning/Deep learning methodsxc2xb7 OpenNLP, OpenCalais, StanfordNLP, GATE, UIMA, Lucene, NoSQLxc2xb7 UI development paradigms that would enable Text Mining Insights Visualization, e.g., Adobe Flex Builder, HTML5, CSS3xc2xb7 Linux, Windows, GPU Experiencexc2xb7 Spark, Scala for distributed computingxc2xb7 Deep learning frameworks such as TensorFlow, Keras, Torch, TheanoMethodologyxc2xb7 Social Network modeling paradigms, tools & techniquesxc2xb7 Text Analytics using Natural Language Processing tools such as Support Vector Machines and Social Network Analysisxc2xb7 Previous experience with Text analytics implementations, using open source packages and or SAS-Text Minerxc2xb7 Ability to Prioritize, Consultative mindset & Time management skillsWhy join Genpact?xc2xb7 Be a transformation leader Work at the cutting edge of AI, automation, and digital innovationxc2xb7 Make an impact Drive change for global enterprises and solve business challenges that matterxc2xb7 Accelerate your career Get hands-on experience, mentorship, and continuous learning opportunitiesxc2xb7 Work with the best Join 140,000+ bold thinkers and problem-solvers who push boundaries every dayxc2xb7 Thrive in a values-driven culture Our courage, curiosity, and incisiveness - built on a foundation of integrity and inclusion - allow your ideas to fuel progressCome join the tech shapers and growth makers at Genpact and take your career in the only direction that matters: Up.Lets build tomorrow together.Genpact is an Equal Opportunity Employer and considers applicants for all positions without regard to race, color, religion or belief, sex, age, national origin, citizenship status, marital status, military/veteran status, genetic information, sexual orientation, gender identity, physical or mental disability or any other characteristic protected by applicable laws. Genpact is committed to creating a dynamic work environment that values respect and integrity, customer focus, and innovation.
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