Talent.com
This job offer is not available in your country.
Principal Data Scientist

Principal Data Scientist

Morningstarmumbai, India
9 hours ago
Job description

As an expectation a fitting candidate must have / be :

  • Ability to analyze business problem and cut through the data challenges.
  • Ability to churn the raw corpus and develop a data / ML model to provide business analytics (not just EDA), machine learning based document processing and information retrieval
  • Quick to develop the POCs and transform it to high scale production ready code.
  • Experience in extracting data through complex unstructured documents using NLP based technologies.

Good to have : Document analysis using Image processing / computer vision and geometric deep learning

Technology Stack :

Python as a primary programming language.

Conceptual understanding of classic ML / DL Algorithms like Regression, Support Vectors, Decision tree, Clustering, Random Forest, CART, Ensemble, Neural Networks, CNN, RNN, LSTM etc.

  • Programming : Must Have : Must be hands-on with data structures using List, tuple, dictionary, collections, iterators, Pandas, NumPy and Object-oriented programming Good to have : Design patterns / System design, cython
  • ML libraries : Must Have : Scikit-learn, XGBoost, imblearn, SciPy, Gensim Good to have : matplotlib / plotly, Lime / sharp
  • Data extraction and handling : Must Have : DASK / Modin, beautifulsoup / scrappy, Multiprocessing Good to have : Data Augmentation, Pyspark, Accelerate
  • NLP / Text analytics : Must Have : Bag of words, text ranking algorithm, Word2vec, language model, entity recognition, CRF / HMM, topic modelling, Sequence to Sequence Good to have : Machine comprehension, translation, elastic search
  • Deep learning : Must Have : TensorFlow / PyTorch, Neural nets, Sequential models, CNN, LSTM / GRU / RNN, Attention, Transformers, Residual Networks Good to have : Knowledge of optimization, Distributed training / computing, Language models
  • Software peripherals : Must Have : REST services, SQL / NoSQL, UNIX, Code versioning Good to have : Docker containers, data versioning
  • Research : Must Have : Well verse with latest trends in ML and DL area. Zeal to research and implement cutting areas in AI segment to solve complex problems Good to have : Contributed to research papers / patents and it is published on internet in ML and DL
  • Morningstar is an equal opportunity employer.

    Morningstar’s hybrid work environment gives you the opportunity to work remotely and collaborate in-person each week. We’ve found that we’re at our best when we’re purposely together on a regular basis, at least three days each week. A range of other benefits are also available to enhance flexibility as needs change. No matter where you are, you’ll have tools and resources to engage meaningfully with your global colleagues.

    I10_MstarIndiaPvtLtd Morningstar India Private Ltd. (Delhi) Legal Entity

    Create a job alert for this search

    Principal Data Scientist • mumbai, India

    Related jobs
    • Promoted
    Data Scientist

    Data Scientist

    Alp Consulting Ltd.Thane, IN
    A Data Scientist job description typically outlines the role's responsibilities, which include collecting, analysing, and interpreting data to extract insights that can inform business decisions an...Show moreLast updated: 27 days ago
    • Promoted
    • New!
    Principal Data Scientist

    Principal Data Scientist

    Fractalmumbai, India
    It's fun to work in a company where people truly BELIEVE in what they are doing!.Fractal is a strategic AI partner to Fortune 500 companies with a vision to power every human decision in the enterp...Show moreLast updated: 9 hours ago
    • Promoted
    Senior Data Scientist

    Senior Data Scientist

    Mitchell Martin Inc.Kalyan-Dombivli, IN
    Include but are not limited to the following : .Apply machine learning, deep learning, and artificial intelligence techniques. Use advanced analytics methods to extract value from business data.Perfor...Show moreLast updated: 21 days ago
    • Promoted
    • New!
    Data Scientist-Predictive Modelling...

    Data Scientist-Predictive Modelling...

    Anicalls (Pty) Ltdmumbai, India
    Manage multiple responsibilities and deadlines.Work independently with little supervision.Find meaningful insights and communicate insights effectively. Demonstrated aptitude to differentiate trends...Show moreLast updated: 9 hours ago
    • Promoted
    Data Scientist

    Data Scientist

    MethodHubKalyan-Dombivli, IN
    Strong Python and intermediate SQL skills.Experience building, deploying, and evaluating ML / NLP / GenAI systems.Experience with ML system design. Very strong (including written) communication skills a...Show moreLast updated: 30+ days ago
    • Promoted
    Data Scientist

    Data Scientist

    JM Financial Asset Management LtdThane, IN
    We are looking for a Data Scientist who is passionate about deriving business value from data.In this role, you will work closely with our Digital, Marketing, Analytics, Operations teams to analyze...Show moreLast updated: 18 days ago
    • Promoted
    Data Scientist

    Data Scientist

    Azoca TechnologiesMumbai, IN
    We are looking for an experienced Data Scientist to join on a 6-month engagement.The ideal candidate will bring expertise in data engineering, time series forecasting, machine learning frameworks, ...Show moreLast updated: 1 day ago
    • Promoted
    Senior Data Scientist

    Senior Data Scientist

    Delivery HeroThane, IN
    As the world’s leading local delivery platform, our mission is to deliver an amazing experience, fast, easy, and to your door. We operate in over 70+ countries worldwide, powered by tech but driven ...Show moreLast updated: 8 days ago
    • Promoted
    • New!
    Data Scientist

    Data Scientist

    5100 Kyndryl Solutions Private Limitedmumbai, India
    At Kyndryl, we design, build, manage and modernize the mission-critical technology systems that the world depends on every day. So why work at Kyndryl? We are always moving forward – always pushing ...Show moreLast updated: 9 hours ago
    • Promoted
    Data Scientist - 17843

    Data Scientist - 17843

    TuringMumbai, IN
    This opportunity is ideal for professionals passionate about innovation and pushing the boundaries of AI technology.In this role, you will conduct in-depth peer code reviews, provide constructive f...Show moreLast updated: 9 days ago
    • Promoted
    • New!
    Group Head Data Scientist

    Group Head Data Scientist

    Hudson Manpowermumbai, India
    Use predictive modelling to increase and optimize power generation, price, cost savings, customer experiences and other business outcomes. Experience in statistical modelling, machine learning, prob...Show moreLast updated: 9 hours ago
    • Promoted
    Data Scientist

    Data Scientist

    v4c.aiKalyan-Dombivli, IN
    The Data Scientist supports the development and implementation of data models, focusing on Machine Learning, under the supervision of more experienced scientists, contributing to the team’s innovat...Show moreLast updated: 30+ days ago
    • Promoted
    Data Scientist

    Data Scientist

    vueverse.Thane, IN
    We are looking for an experienced.Machine Learning, Generative AI, and Large Language Models (LLMs).NLP, predictive modeling, and analytics. Integrate ML solutions into business systems in collabora...Show moreLast updated: 30+ days ago
    • Promoted
    Data Scientist

    Data Scientist

    FPX AIThane, IN
    FPX is building an AI infrastructure marketplace that enables developers to access and deploy compute efficiently.As a PyTorch + CUDA Engineer focused on benchmarking and performance, you will be r...Show moreLast updated: 1 day ago
    • Promoted
    Data Scientist

    Data Scientist

    EXLThane, IN
    Skills / Qualifications Required : .ML based project’s development & implementation.Proficient in building and deploying. Machine Learning (Predictive & Prescriptive modelling).Proficient in tools / la...Show moreLast updated: 30+ days ago
    • Promoted
    Principal Data Engineer

    Principal Data Engineer

    XebiaThane, IN
    We’re Hiring : Principal Data Engineer | Any Xebia Location (Hybrid, 3 days in office per week).Any Xebia Location (Hybrid – 3 days in office per week). Data Engineering with 4+ years team leadership...Show moreLast updated: 23 days ago
    • Promoted
    Senior Data Scientist

    Senior Data Scientist

    EXLKalyan-Dombivli, IN
    We are looking for a results-driven.The ideal candidate will work on developing predictive models, building data pipelines, and experimenting with GenAI tools to solve business challenges and enhan...Show moreLast updated: 24 days ago
    • Promoted
    Data Scientist

    Data Scientist

    CareerUS SolutionsThane, IN
    We are seeking a highly skilled and analytical.You will be responsible for extracting insights from large and complex datasets, building predictive models, and supporting data-driven decision-makin...Show moreLast updated: 6 days ago