Senior Data Scientist Job Vacancy in Shell Bengaluru, Karnataka – Updated today

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Company Name :
Shell
Location : Bengaluru, Karnataka
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Job Description : The Role
JOB DESCRIPTION – SENIOR DATA SCIENTIST
Location – SBO Bangalore, SBO Chennai
JG4
Introduction
The Senior data scientist will join the Asset Management Data Science team in the newly created Data Science and ML Capability Center (CC) within the Information, Data and Analytics (IDA) team/IT Digital Engineering VPship. The Senior Data scientist will be responsible for initiating, development and deployment of data science solutions/products in an agile fashion to the Assets. They will also be accountable for adhering to Shell quality standards for producing digital solutions.
Responsibilities
Accountable for delivery of data science products in a production scale environment
Manage the product lifecycle especially relating to data science, development to support.
Transform proof of concepts into a larger deployable product in Shell and outside. Rinse and repeat, cross-pollinate ideas across projects and assets
Partner with P&T Research teams, convert Proof of concepts into scalable data products
Value estimation and Realization, end-to-end value mapping for Assets thru data science solutions
Responsible for the supervision and contribution to project work to build machine learning models and digital solutions, providing the technical assurance on end-2-end delivery of data science solutions for Shell assets, in particular the machine learning component
Will adhere to the principles of delivering quality through the MCDS digital quality initiative by conducting regular health checks, audits, code reviews to ensure that clean and maintainable production-level code is being produced by project teams
Will evaluate and benchmark all new asset related initiatives prior to developing solutions.
Will keep abreast of new engineering practices, technologies and continuously improving our Agile practices and building and strengthening relationships and alliances in academia, IDT and industry
Required Skills and Experience
Experience in developing, Deploying, supporting models in Production,
Experience in developing end-to-end models using machine learning for predictive modelling in a business/industry environment, i.e. feature engineering, model creation and evaluation
Ability to write clean, elegant and maintainable production-level code in Python and R, and experience in version control, testing, refactoring
Experienced coder in data science languages such as R and Python (Pandas, Scikit Learn, etc.)
Has firm grasp and demonstratable experience on the principles of the model development lifecycle and producing machine learning models that stand up to statistical rigour
Has good knowledge and understanding of Shell.ai, GIT, Azure, CI/CD pipelines
Have experience in at least one out of the following:
Machine Learning and Statistics
Optimization (e.g. linear programming, multi-objective optimization, meta-heuristics, etc.)Knowledge of Bayesian Statistics and Bayesian/Probabilistic modellingStrong communication skills, especially explaining technical concepts to business peopleExtensive experience working in small, empowered, delivery focused, cross-functional and collaborating teamsExperience of working in a virtual team and with virtual stakeholders
Desired Skills and ExperienceKnowledgeable in at least one of the following topics; Computer Vision, Deep Learning, NLP and reinforcement learningBachelor or Master’s degree in any of the following: Engineering, statistics, machine learning, or relevant areasExperience working with one of the big cloud environments (e.g. AWS, Azure, GCP, etc.)Independent analytical thinker – ability to challenge established thinking to stimulate creativity

Disclaimer
Please note: We occasionally amend or withdraw Shell jobs and reserve the right to do so at any time, including prior to the advertised closing date. Before applying, you are advised to read our data protection policy. This policy describes the processing that may be associated with your personal data and informs you that your personal data may be transferred to Royal Dutch/Shell Group companies around the world. The Shell Group and its approved recruitment consultants will never ask you for a fee to process or consider your application for a career with Shell. Anyone who demands such a fee is not an authorised Shell representative and you are strongly advised to refuse any such demand. Shell is an Equal Opportunity Employer.

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