Shell Computational Technologist in Bangalore, India
Auto req ID 54729BR
Job Title Computational Technologist
Country of Work Location India
City, State (if applicable) Bangalore
Work Location Bangalore - Shell Technology India
Company Description Shell began operations in India more than 80 years ago. At Shell India, we invest in our people through our industry-leading development programme, which sees our employees thrive and gain access to experts on a local and global level. To date, we have invested more than US$ 1 billion already in India’s energy sector alone in socially and environmentally responsible ways. It is the only global major to have a fuel retail license in India. The Shell Technology Centre Bangalore, STCB, is one of the three global hubs for technology in the Projects & Technology business of Royal Dutch Shell. In addition, we supply crude, chemicals and technology to public and private sector oil companies, and our Chennai Business Centre provides a wide range of finance, accounting and business services to Shell globally.
Technical and Competitive IT (TaCIT) delivers differentiated capabilities by combining complimentary Technical, business, and IT skills together to create, deploy, and support cutting-edge IT solutions across Shell.
VP Digitalization (PTT/D) organization is accountable for refreshing and maturing targeted Technology Innovation Themes and related technology platforms along with the capability build through Centres of Expertise (CoE) necessary for leveraging digital technologies across Shell.
Computational Technology is a part of the VP Digitalization (PTT/D) organization of TaCIT and is accountable for driving digital innovation opportunities across the Shell business. It is a foundational Technology Platform that enables other key platforms, especially Imaging and Interpretation, Modelling and Optimization and Wells, Reservoir and Facility Management. Computational Technology provides leading edge and competitive High Performance Computing infrastructure for TaCIT applications and workflows, deep expertise in application, workflow and algorithmic optimization as well as maintaining a technology roadmap for next generational capabilities. Other areas of investigation and development are cloud computing and machine learning.
CT develops cutting edge solutions on next generation technologies which have the potential to create immense benefit for departments and organizations across Shell. Our vision is to work with key internal and external stakeholders to leverage the capabilities CT offers to deliver value (target NPV of USD 100M) and apply new technology to develop solutions and approaches that were infeasible before
This role has no direct reports and requires working with virtual, multi-functional and multi-cultural teams and external vendors.
Investigate various Machine Learning frameworks and tools (with algorithms) to develop proof of concepts (PoCs) for the identified use cases
Collaborate with Advanced Analytics CoE and other relevant Machine Learning groups in Shell to develop a Machine Learning Platform for Shell
Skills & Requirements:
Working knowledge in supervised/unsupervised (Logistic regression/support vector machines (SVM) etc., Deep learning approaches (Neural Networks)) machine learning algorithms/techniques
Programming experience in at least two of the languages Python, R, MATLAB, Octave, C, C++ Minimum Education or Certification: B.E
Solid foundation in data structures, algorithms, and statistics
Demonstrated experience in designing highly scalable classifiers and tools leveraging machine learning techniques
Hands-on experience with Big Data technologies like Hadoop, Map Reduce, Apache Spark, Apache Cassandra, Google TensorFlow will be a plus
Experience in handling large data sets, rapid prototyping, cloud based development and deployment, and high-performance requirements will be a plus
Experience with modern source control systems, e.g. git or Mercurial
Familiarity with scientific and numerical computing, or high performance computing will be a plus
Strong background in open source technology
Pro-active, enthusiastic to learn new things, thoughtful contributor, comfortable working independently and as part of a team
No. of Positions 1
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Removal Date 07-Oct-2017