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    Data Scientist - Bangalore, India - Resourcetree

    Resourcetree
    Resourcetree Bangalore, India

    5 days ago

    Default job background
    Technology / Internet
    Description

    Job Role :
    Data Scientist


    Job Location :
    Bangalore (Hybrid mode with 3 days in office)


    Job Description :
    You will help solve real-world problems by tracing the data-to-insights lifecycle

    • Understand business problems, making sense of the data landscape & footprint, and performing a combination of exploratory, Machine Learning & Advanced Analytics on textual data
    • Create, experiment with and deliver innovative solutions in a consultative mindset to the client stakeholders using textual data

    Responsibilities :

    • Background in Computer Science/Computer Applications or any quantitative discipline (Statistics, Mathematics, Economics/Operations Research etc.) from a reputed institute.
    • 36 years of experience using analytical tools/languages like Python on largescale data
    • Must have Semantic modeling & NER experience
    • Experience working with pretrained models, awareness of stateofart 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) OpenCV.
    • 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, 1year experience in GenAI
    • Broad knowledge of fundamentals and stateoftheart 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
    • Handson 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 textsearch domains.
    )
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