Hirist.tech
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ExxonMobil - Data Scientist - Time Series Forecasting/Machine Learning (4-8 yrs)
Location:
Bangalore
Description:
What role you will play in our team :To work on challenging problems that focus on sales and operations planning, logistics & distribution, and materials management within the global supply chain for the manufacture, distribution, and sale of hydrocarbons - Understanding a problem in oil and gas space (both commercially/economically and technically), be able to formulate the problem in a solvable way, using application of engineering, numerical, data science and programming skills to tackle a range of problems in the oil and gas industry What you will do : - Work with data scientists, computational scientists, engineers, software developers, and geoscientists across the globe to develop, deliver and apply computational tools, models, or software to support our business - Use machine learning, pattern recognition, deep learning, statistical analysis and data visualizations along with domain knowledge and subject-specific models (eg. physics-based) to solve science, engineering, commercial problems and provide business insights - Design, build, and execute studies using proprietary or commercial tools to provide insights including calibrating models to field data and providing field optimization recommendations About You Skills and Qualifications : - Bachelor of Engineering degree and score 70% and above (equivalent CGPA) from a recognized university in one of the following (or similar) disciplines : Chemical Engineering, Mechanical Engineering - Minimum 4 years experience in practical development of data science applications including time series analysis, machine learning, and natural language processing in developing, applying, and validating data-driven tools to model complex systems - Proficient in the use of python or Dataiku - In-depth knowledge and practical experience in applying statistical analysis techniques, such as classification, regression, time-series, Bayesian techniques, etc. and machine learning techniques, such as decision-trees, ensemble methods, deep learning, neural networks, validation methods etc - Practical experience in the full machine learning life cycle from problem formulation, data acquisition, modeling building, and deployment at enterprise scale. - Specialization in at least one of the sub-domains e.g. Natural Language Processing (NLP), Computer Vision, Time series forecasting, PINNs, causality analysis - Experience in Python & R and related packages such as numpy, pandas, sklearn, Keras, Tensorflow, PyTorch - Experience with software engineering practices, agile methodologies, DevOps, version control - Experience working in Azure Databricks or any other data science frameworks - Software testing and development practices (Agile) Preferred Qualifications/Experience :- Knowledge of supply chain operations including demand planning, inventory optimization, vehicle routing, network optimization is an advantage - Experience in developing, applying, and analyzing physics-based and/or data driven computational models and simulations is an advantage - Prior knowledge of commercial software development and/or experience in commercial software teams - Experience of identifying and scoping data science opportunities based on business needs is an advantage - Strong communication and interpersonal skills"If shortlisted, you will be invited for initial rounds on 29th June in Bengaluru." (ref:hirist.tech)
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More About this Listing: ExxonMobil - Data Scientist - Time Series Forecasting/Machine Learning (4-8 yrs)
ExxonMobil - Data Scientist - Time Series Forecasting/Machine Learning (4-8 yrs) is a Science & Pharmaceutical Scientist Job at Hirist.tech located in India. Find other listings like ExxonMobil - Data Scientist - Time Series Forecasting/Machine Learning (4-8 yrs) by searching Oodle for Science & Pharmaceutical Scientist Jobs.
ExxonMobil - Data Scientist - Time Series Forecasting/Machine Learning (4-8 yrs) is a Science & Pharmaceutical Scientist Job at Hirist.tech located in India. Find other listings like ExxonMobil - Data Scientist - Time Series Forecasting/Machine Learning (4-8 yrs) by searching Oodle for Science & Pharmaceutical Scientist Jobs.