Senior Data Scientist - Bengaluru, India - Novac Technology Solutions

    Novac Technology Solutions
    Novac Technology Solutions Bengaluru, India

    Found in: Appcast Linkedin IN C2 - 1 week ago

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    Description

    Greetings from Novac Technologies

    Please find the job description below.

    Role-Data Scientist

    Location: Bangalore

    Mode of Work: Work From Office Only

    DATA SCIENTIST

    Key Functional Areas of Responsibility

    • Analyse large amounts of information to discover trends and patterns
    • Build predictive models and Machine Learning algorithms
    • Research and implement appropriate ML algorithms and tools
    • Perform statistical analysis and fine-tuning using test results
    • Train and retrain systems when necessary
    • Extend existing ML libraries and frameworks
    • Combine models through ensemble modelling
    • Propose solutions and strategies to business challenges
    • Collaborate with engineering and product development teams
    • Identify valuable data sources and automate collection processes
    • Undertake pre-processing of structured and unstructured data

    Requirements:

    The ideal candidate will be able to demonstrate:

    • Knowledge and experience in statistical and data mining techniques: GLM/Regression,
    • Random Forest, Boosting, Trees, text mining, social network analysis, etc.
    • Experience querying databases and using statistical computer languages: R, Python, SLQ etc.
    • Experience using any one cloud platform: Redshift, S3, Spark, Azure, etc.
    • Experience creating and using advanced machine learning algorithms and statistics: regression, simulation, scenario analysis, modeling, clustering, decision trees, neural networks, etc.
    • Experience analyzing data from any one of 3rd party providers like Google Analytics, Site Catalyst, Coremetrics, Adwords, Crimson Hexagon, Facebook Insights, etc.
    • SQL/MySQL or any database
    • Proven industry experience as a Data Science and Machine Leaning Engineer
    • Organize and analyze large, diverse data sets across multiple platforms
    • Expert working knowledge in various machine learning algorithms such XGBoost, SVM Etc.

    Not Mandatory But Good to have:

    • Should have practical hands-on experience in managing and delivering 4 to 8 projects in AI/ML/Analytics projects preferably in BFSI domain
    • Experience in Business Intelligence (BI) reports & dashboards using Power BI

    Qualifications and Education Requirements

    • Ideally, minimum of graduation with a degree of B.Tech and MBA would be an added advantage
    • 4 + years of relevant industry experience