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  • Data Science Specialist - Kolkata - Holcim Global Digital Hub

    Holcim Global Digital Hub
    Holcim Global Digital Hub Kolkata

    1 week ago

    Default job background
    Description

    About Holcim

    As the world's global leader in innovative and sustainable building materials, Holcim is reinventing the way the world builds. Supported by a 60,000-strong global team spread across 60 countries and four industry segments (Cement, Aggregates, Ready-Mix Concrete and Solutions & Products), we are committed to shaping a greener, smarter and healthier world.

    It's our ambition to lead the industry in reducing carbon emissions and accelerating the transition towards low-carbon constructions globally. To enable and support our business, Holcim have setup the Group's Center of Excellence for Advanced Analytics and AI – which encompasses Data Science, Data Engineering, Cloud Platforms Engineering and Business Intelligence.

    Job Title:

    Data Science Specialist

    Job Location:

    Remote/Work from home

    Education:

    • BE / B. Tech in Computer Science, Engineering or relevant STEM fields
    • Graduate degree in Data Science or other quantitative field is preferred
    • Strong mathematics skills (e.g. statistics, algebra)
    • Certification in Cloud Analytics Platforms – AWS must

    The Manager - Data Science

    will be part of the Group's Global Advanced Analytics CoE and will play a key role in enabling our Businesses for Insights Driven Operations and Decision making – leveraging cutting edge Analytics tools and techniques Data Scientist (Individual Contributor initially, with potential to move into a People Management role with strong performance).

    Responsibilities:

    • Work with Business / Domain SMEs, understand pain and opportunity areas and create analytical models to identify patterns and predict outcomes of key business processes
    • Identify the appropriate modeling technique(s) and use Machine Learning and Deep Learning Algorithms to develop self-correcting models and algorithms, validate results from the business perspective and identify levers to improve outcomes
    • Collaborate with Product Development teams to industrialize AI / ML models and conduct rapid and iterative prototyping of minimum viable solutions
    • Test hypothesis on raw datasets and build meaningful and conclusive insights to identify new opportunity areas.
    • Work on all aspects of data including data acquisition, data exploration, feature engineering, building and optimizing models etc.
    • Develop and deploy General Artificial Intelligence Solutions
    • Design full stack ML solutions in a distributed computing environment -AWS (preferred) and GCP. If needed develop ML solutions to be deployed on the edge (like actuators in plants) or mobiles

    Your Experience:

    • Total experience of 12-15 years (relevant Analytics experience atleast ~ 8 years) Industry Experience and knowledge especially in Manufacturing/ Operations Functions in a Building Material Industry, Manufacturing, Process or Pharma preferred
    • Handson experience in statistical and data science techniques
    • Knowledge and experience in developing and deploying General Artificial Intelligence Solutions

    Required Skills:

    • 8+ years of handson experience in advanced Machine Learning & Deep Learning techniques and algorithms such as Decision Trees, Random Forests, SVMs, Regression, Clustering, Neural Networks, CNNs, RNNs, LSTMs, Transformers, etc.
    • 6+ years of experience in experience in statistical computer languages (Python, PySpark etc.) to manipulate data and draw insights from large data sets
    • 5+ years of experience in Cloud platforms like AWS with specific experience of leveraging AWS services and deploying AI / ML models on these platforms.
    • Experience in DL frameworks such as TensorFlow, Keras or PyTorch
    • Familiarity with business intelligence tools (e.g. Qlikview) and data frameworks will be an added advantage

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