Research Scientist - NLP/Machine Learning

Job Functions: - Develop rich models for specific tasks of NLP by collecting, curating, coordinating annotations of NL texts, training and adapting machine learning models - Tune models through feature engineering to optimize model performance by combining rules and machine learning techniques - Experience with application of ML tools for NL problems - Integrate the developed models into Curo or other Interactions Platforms. - Documenting the work either in form of Lab notebooks/research papers - Mentoring junior associates as required. Experience and Skills required: - Masters (With 5 years of experience) or PhD degree (Fresher of With 1 years of experience) in computer science, engineering, linguistics, or a related field. - Experience in natural language processing technologies and services with emphasis in one or more of the following: - Data acquisition and NL modeling: harvesting NL resources from the Web, rapid bootstrapping of domain-specific and multilingual NL models for named-entity, syntactic parsing and text classification - NL systems: large-scale development and deployment, performance monitoring, tuning and optimization of NL models - NL methodology: grammar-based, data-driven and machine learning-based, hybrid approaches - NL technologies: spoken language understanding, language translation, natural language search, syntax-semantics. - Interfaces using ontologies, discourse processing, language generation and summarization, interactive NL systems - In depth understanding of language processing technology, a strong software background and experience with processing large scale multilingual texts through effective use of computing resources. - Ability to demonstrate Interactions Values of: - Being passionate about customer service - Obsessing with our customer's success - Respecting each other - Creating opportunity - Embracing disruption - Doing what we say we will do Pluses: - Experience working with machine learning tools, speech recognition tools, web crawlers, finite state machines, and open source natural language toolkits are a plus. (ref:hirist.tech)

Location: bangalore, IN

Posted Date: 11/25/2024