ICAV Tech Pvt. Ltd. | Jobs | Data Scientist – Multi-Objective Optimisation Expert | BigDataKB.com | 01-02-22

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    Job Location: India

    Role:

    • Own AI toolchain for Multi-Objective optimisation and Neural Networks
    • Modelling – to understand the behaviour of complex systems through dynamics or data driven modelling.
    • Optimisation – to make recommendations about a system and its operation.
    • Control – enacting recommendations through either closed-loop control or human-in-the-loop decision making.
    • Be a proficient user of standard ML modelling algorithms and model development methodologies.
    • Be aware of methodologies available and their respective potential use and limitations.
    • Implement interfaces to 3rd party software and systems.

    Experience :

    • Proficient in Python. Knowledge of other OOP languages is appreciated (C++, Java) to solve engineering challenges
    • Essential experience of Software Engineering Techniques, Source Control software like (Git), Design Patterns, Test Driven Development (TDD)
    • Experience of Major Data Science/Analysis libraries (Tensorflow, Pandas, Scikit-learn etc) or similar.
    • Experience with Azure or AWS is essential
    • Knowledge of container technologies.
    • Good knowledge of agile delivery experience for software and systems.
    • Knowledge/experience of RESTful or SOAP API data service development.
    • Experience in combining modelling and data-driven techniques
    • Experience of developing models to solve problems in the supply chain, Transport and manufacturing.

    Responsibility:

    • Working experience in Metaheuristic Optimization
    • Deep Learning, Operational Research, Optimization, Multi-objective Optimization
    • Excellent understanding of Data Structures and Algorithms.
    • Working knowledge of scripting Python/Shell.
    • Working knowledge on how web works, HTTP protocol, cookies, caching, DNS, CDNs, etc.
    • Working experience in databases (relational and non-relational), SQL scripting.
    • Troubleshoot any issues with existing features, live on production.
    • Experience in software design and architecture.
    • Demonstrated ability to self direct and work independently.

    Apply Here

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