Data Scientist - NLP & Generative AI (4-6 yrs) Bangalore (Analytics & Data | Scientist in Science & Pharmaceutical Job at Resource Tree | 7274288352

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Data Scientist - NLP & Generative AI (4-6 yrs) Bangalore (Analytics & Data

Location:

Bangalore

Description:

Job Role - Data ScientistExp : 4-6 yearsJob Location : Bangalore (Hybrid mode with 3 days in office)- You will help our clients solve real-world problems by tracing the data-to-insights lifecycle:- Understand business problems, making sense of the data landscape & footprint, performing a combination of exploratory, Machine Learning & Advanced Analytics on textual data- Create, experiment with and deliver innovative solutions in a consultative mind set to client stakeholders using textual dataResponsibilities :- Background in Computer Science/Computer Applications or any quantitative discipline (Statistics, Mathematics, Economics/Operations Research etc.) from a reputed institute.- 3-6 years of experience using analytical tools/languages like Python on large-scale data- Must have Semantic modelling & NER experience- Experience working with pre-trained models, awareness of state-of-art in embeddings and applicability for use cases- Must have strong experience in NLP/NLG/NLU applications using any popular Deep learning frameworks like PyTorch, Tensor Flow, BERT, Langchain and GPT (or similar models) Open CV.- Must have exposure to Gen AI models (LLMs) like Mistral, Falcon, Llama 2, GPT 3.5 & 4, Prompt Engineering- Must have worked using Azure services for ML & GenAI projects.- Demonstrated ability to engage with client stakeholders at multiple levels and provide consultative solutions across different domains- Deep knowledge of techniques such as Linear Regression, gradient descent, Logistic Regression, Forecasting, Cluster analysis, Decision trees, Linear Optimization, Text Mining etc.- Strong understanding of integrating NLP models into business workflows. Prospect should have exposure to project initiation to business impact creation in at least one project.- Experience in productionizing & retraining models- Total work experience of 3 to 6 years, 3+ years in Advanced NLP, 1-year experience in GenAI- Broad knowledge of fundamentals and state-of-the-art in NLP and machine learning- Coding skills in one or more programming languages such as Python, SQL- Expert / high level of understanding on language semantic concepts & data standardization- Proven track record of successful models and practical implementation- Hands-on experience with popular ML frameworks such as TensorFlow- Experience with application development practices at scale, from problem definition to deployment.- Familiarity with any Cloud services such as AWS, Sage Maker etc. is an added advantage.- Develop and apply Statistical Modelling techniques (e.g Bayesian models and deep neural networks), optimization methods, and other ML techniques to different applications.- Knowledge in Machine Learning techniques in entity resolution, common speech products or text search domain.We offer you :- Opportunity to work on cutting-edge AI projects- A chance to try things, take risks.- Meaningful problems you will be proud of solving, which directly adds to your career growth & skill development. (ref:hirist.tech)

Education/experience:

2 To 5 Years

Company:

Resource Tree

Posted:

May 18 on hirist

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Data Scientist - NLP & Generative AI (4-6 yrs) Bangalore (Analytics & Data | Scientist in 1

Data Scientist - NLP & Generative AI (4-6 yrs) Bangalore (Analytics & Data

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