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Inviting applications for the role of Assistant Vice President, 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 customer’s 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.
Responsibilities
- Develop transformative AI / ML solutions to address our clients' business requirements and challenges
- Project Delivery - This would entail successful delivery of projects involving data Pre-processing, Model Training and Evaluation, Parameter Tuning
- Manage Stakeholder / Customer Expectations
- Project Blue Printing and Project Documentation
- Creating Project Plan
- Understand and research cutting edge industrial and academic developments in AI / ML with NLP / NLU applications in diverse industries such as CPG, Finance etc.
- Conceptualize, Design, build and develop solution algorithms which demonstrate the minimum required functionality within tight timelines
- Interact with clients to collect, synthesize, and propose requirements and create effective analytics / text mining roadmap.
- Work with digital development teams to integrate and transform these algorithms into production quality applications
- Do applied research on a wide array of text analytics and machine learning projects, file patents and publish the papers
Qualifications we seek in you!
Minimum Qualifications / Skills
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.Post-Graduation in MBA and Undergraduate degree in any engineering discipline, preferably Computer Science with relevant experienceFull 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 frameworkTechnology
Open Source Text Mining paradigms such as NLTK, OpenNLP, OpenCalais, StanfordNLP, GATE, UIMA, Lucene, and cloud based NLU tools such as DialogFlow, MS LUISExposure to Statistical Toolkits such as R, Weka, S-Plus, Matlab, SAS-Text MinerStrong Core Java experience in large scale product development and functional knowledge of RDBMsHands on to programing in the Hadoop ecosystem, and concepts in distributed computingVery good python / R programming skills. Java programming skills a plusMethodology
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 dataA solid foundation in AI Methodologies like ML, DL, NLP, Neural Networks, Information Retrieval and Extraction, NLG, NLUExposed to concepts in Natural Language Processing & Statistics, esp., in their application such as Sentiment Analysis, Contextual NLP, Dependency Parsing, Parsing, Chunking, Summarization, etcDemonstrated ability to Conduct look-ahead client research with focus on supplementing and strengthening the client’s analytics agenda with newer tools and techniquesPreferred Qualifications / Skills
Technology
Expert level of understanding of NLP, NLU and Machine learning / Deep learning methodsOpenNLP, OpenCalais, StanfordNLP, GATE, UIMA, Lucene, NoSQLUI development paradigms that would enable Text Mining Insights Visualization, e.g., Adobe Flex Builder, HTML5, CSS3Linux, Windows, GPU ExperienceSpark, Scala for distributed computingDeep learning frameworks such as TensorFlow, Keras, Torch, TheanoMethodology
Social Network modeling paradigms, tools & techniquesText Analytics using Natural Language Processing tools such as Support Vector Machines and Social Network AnalysisPrevious experience with Text analytics implementations, using open source packages and or SAS-Text MinerAbility to Prioritize, Consultative mindset & Time management skillsWhy join Genpact?
Lead AI-first transformation – Build and scale AI solutions that redefine industriesMake an impact – Drive change for global enterprises and solve business challenges that matterAccelerate your career —Gain hands-on experience, world-class training, mentorship, and AI certifications to advance your skillsGrow with the best – Learn from top engineers, data scientists, and AI experts in a dynamic, fast-moving workplaceCommitted to ethical AI – Work in an environment where governance, transparency, and security are at the core of everything we buildThrive 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 140,000+ coders, tech shapers, and growth makers at Genpact and take your career in the only direction that matters : Up.
Let’s build tomorrow together.