Nlp data scientist

17 hours ago


Bangalore, India L&T Technology Services Full time

About the Role NLP Data Scientist Expierence-8-12 Years Location-Bangalore Notice Period-Immediate to 15 Days Responsibilities - Data acquisition and NL modelling: harvesting NL data, rapid bootstrapping of domain-specific and multilingual NL models for named-entity, syntactic parsing, or text classification. NL systems: large-scale development and deployment, performance monitoring, tuning and optimization of NL models. Deploy machine learning models to cloud platforms ensuring scalability and reliability. NL methodology: grammar-based, data-driven and machine learning-based, hybrid approaches, deep learning and generative ai based 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. Perform exploratory data analysis and feature engineering to derive actionable insights. Collaborate and help build and maintain CI/CD pipelines for seamless integration of models into production. Monitor, tune, and optimize models for performance and cost-efficiency in cloud environments. Hands on experience with NLTK tool, tokenization, lemmatization. Annotation of texts using NLP annotators such as inception. Transforming a model from research to production and ability to fine-tune model performance in a production setting using adaptive/incremental machine learning techniques. Collaborate with engineering teams to create robust data pipelines and integrate NLP systems into broader applications. Qualifications Masters (With 5 years of experience) or Ph D degree (2 years of experience) in computer science, engineering, linguistics, or a related field.


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