Data Science Specialist AI ML NLP-Senior

2 months ago

bangalore, India Bosch Full time
Job Description

5 to 8 years of experience as Data Scientist. Proven track record and experience with statistical modeling/data mining algorithms such aso Multivariate Regression, Logistic Regression, clustering algorithms, Support Vector Machines, Decision Trees etco Machine learning, deep learning, graph mining. DOE, Forecasting, Segmentation, Uncertainty Analysis Data Mining Text Mining, Classification Methods – SVM, NN, etco Vector Space model for Unstructured Texto Sentiment Analysis, Association Mining, Semantic Analysis· Good knowledge of advanced statistical methods. Experience working with Text Data using transformer-based model· Experience in creating statistical models and/or optimization frameworks for improving processes/products/profits· Expertise with one of the following scripting languages:Python, R, Tensorflow, Keras, Pytorcho OpenNLP, CoreNLP, WordNet, NLTK, SpaCy, Gensim, Large Language Models, Knowledge Graphs· Good and experience of machine learning algorithms and ability to apply them in supervised and un-supervised NLP tasks. Knowledge of NLP algorithms that can handle various NLP tasks such as intent recognition, entity extraction, language modeling, text classification, question answering, text summarization, topic modeling and so on. Experience building and fine-tuning Language Models (LMs), such as BERT, ELMo, XLNet etc to solve bespoke NLP tasks.· Tech savy and willing to work with open-Source Tools· Should have independently handled a project technically and provided directions to the other Team Members. Able to lead the project independently. Experience in turning ideas into actionable designs. Able to persuade stakeholders and champion effective techniques through development.· Strong interpersonal and communication skills: ability to tell a clear, concise, actionable story with data, to folks across various levels of the company.· Good to have foundational knowledge on Cloud, API frameworks like Flask, Fast API· Prior experience working on Mobility or Healthcare domain will be a plus

Qualifications

BE,Btech,MS,MCA

Additional Information

5 to 8 years of experience as Data Scientist.

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