CA

Data Scientist

Capgemini

10 months ago

7 - 10 years

Work From Office

Pune, Maharashtra, Maharashtra, India

  • Understand client business requirement and provide suitable approach to solve the business problem.
  • Processing, cleansing and verifying the integrity of data used for analysis. Data mining and performing EDAs using state-of-the-art methods.
  • Selecting features, building and optimizing classifiers / regressors, etc. using machine learning & deep learning techniques.
  • R programming

    Python

    SAS

    NumPy

    Pandas

    Scikit-Learn

    MLFlow

    TensorFlow

    Pytorch

    Sql

    NoSQL

    Machine Learning Algorithms

    Supervised & Unsupervised Learning

    Statistical Methods

    Cloud Platforms

    Job description & requirements

    Your Role


    • Understand client business requirement and provide suitable approach to solve the business problem.
    • Identify and address client needs in different domains.
    • Processing, cleansing and verifying the integrity of data used for analysis. Data mining and performing EDAs using state-of-the-art methods.
    • Selecting features, building and optimizing classifiers / regressors, etc. using machine learning & deep learning techniques.
    • Help enhance data collection procedures to include information that is relevant for building analytical systems
    • Doing ad-hoc analysis and presenting results in a clear manner.
    • Follow and help improve with ‘Analytics-Delivery’ procedures using detailed documentations.


    Your Profile

    • Good problem solver with a skill of solving business problem with analytics and data as primary means.
    • Experience in delivering data & analytics solution in one/two of the following areas preferably 
    • Excellent coding experience in common data science language & tools such as R, Python, Go, SAS, Matlab etc.
    • Experience with common data science toolkits, such as NumPy, Pandas, StatModel, Scikit learn, SciPy, NLTK, Spacy, Gensim, OpenCV, MLFlow, Tensorflow, Pytorch etc.
    • Hands on experience in using query languages such as SQL, NoSQL etc
    • Excellent understanding and hand-on experience of data-science and machine learning techniques & algorithms for supervised and unsupervised problems (such as k-NN, Regression, Naive Bayes, SVM, Decision Tree, Random Forests, k-means, PCA, SVD, GenAI (LLM) etc.). Good applied statistics skills, such as distributions, statistical inference & testing, etc.
    • Good knowledge/ Experience of cloud platform e.g. AWS, Azure, GCP etc

    Experience :

    7 - 10 years

    Job Domain/Function :

    Data Science

    Job Type :

    Work From Office

    Employment Type :

    Full Time

    Number Of Position(s) :

    1

    Educational Qualifications :

    Bachelor's Degree

    Location :

    Pune, Maharashtra, India, Pune, Maharashtra, India

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