Research Scientist Engineer Machine Learning/NLP - with …, Bengaluru
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Bengaluru, India
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Posted: a week ago
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Job Functions:- Expertise in DNN Architectures {CNNs, LSTMs, Transformers} applied to Speech and Language Problems such as Question Answering, Summarisation, Semantic Understanding- Review published literature, conceptualize novel algorithms, implement, evaluate and facilitate deployment of solutions for speech, natural language and dialog problems encountered in human conversations and analytics.- Develop rich models for specific tasks by collecting, curating, coordinating annotations of spoken conversations, training and adapting machine learning models- Tune model performance through feature engineering to optimize model performance by combining rules and machine learning techniques
- Integrate the developed models into Curo software and deploy them on Interactions Platforms.- Document work through conference publications, file patent disclosures.
- Mentor junior associates as required.Experience and Skills required:- Masters (With 4 years of experience) or PhD degree (Fresher of With 1 years of experience) in Computer Science/Statistics with experience in Machine Learning- Proven success in applying Machine Learning models to practical problems- Understanding of word & sentence representations like Word2Vec, Glove, Bert, ELMO etc- Good understanding of pattern recognition algorithms like k-means, SVM, HMM, GMM, Neural Networks, Viterbi decoding etc- Expertise in Python/C/C++- Experience contributing to research efforts, including publishing in conferences
- Ability to demonstrate Interactions Values of:- Being passionate about customer service- Obsessing with our customer's success- Respecting each other- Creating prospect- Embracing disruption- Doing what we say we will doPluses:- Experience working with machine learning tools, DNN tools, speech recognition tools, web crawlers, finite state machines, and open source natural language toolkits are a plus.- Experience working with deep learning toolkits like PyTorch, Tensorflow etc.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. (ref:hirist.com) Benefits of working as a Research Scientist Engineer Machine Learning/NLP in Bangalore: ● Excellent benefits ● Advancement opportunities ● Competitive salary Apply on Kit Job: kitjob.in/job/4m0rm0
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Company nameImportant Business
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Job positionResearch Scientist Engineer Machine Learning/NLP - with Great Benefits (Bengaluru)
Research Scientist Engineer Machine Learning/NLP - with … has been posted in the Kasturba Road Engineering category on Locanto.
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