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Company Name : Schlumberger
Location : Pune, Maharashtra
Position : Data Scientist
Job Description : Data Scientist
Pune – India
We are looking for data scientists in the PuTC Data Science team. The Data Scientists will be responsible for designing and executing undirected research and tackling open-ended data problems related to oil and gas domain using advanced techniques in AI (Artificial Intelligence), ML (Machine learning), DL (deep learning) etc. The data scientists will be working with very complex and large data sets. The individual will be responsible for collaborating with various cross functional teams and providing periodic updates through presentations and prototype demonstrations. The role will require working on multiple projects simultaneously.
Responsibilities
Assimilate next-generation technologies for data-driven solutions in oil and gas domain
Generate innovative ideas, establish new research directions, and shape and execute on research projects
Apply engineering knowledge in developing data-driven algorithms and prototypes for classification, regression, anomaly detection, failure prediction, and optimization
Collaborate with business and engineering teams to implement robust and scalable industrial software solutions
Contribute to technical discussions and undertake reviews of different projects as an expert
Communicate ideas, plans, and results effectively to different stake holders
Participate in technical forums and other appropriate events and conferences
Qualifications and Requirements
M.S/MTech/PhD in computer science, mathematics, physics, applied sciences, engineering or similar disciplines with demonstrated algorithm development capability.
Proven experience in developing core machine learning algorithms in professional research and development settings
Strong knowledge of machine learning and deep learning algorithms and their applications to text analytics/NLP, computer vision, time series analysis. Familiarity with Pre-trained networks, Transformers/vision transformers.
Good background in Lin algebra/statistics
Excellent verbal and written communication skills
Exposure to the latest architecture in transformers and their applications will be a plus
Knowledge of developing deep learning models using TensorFlow, Keras, Pytorch, etc.will be useful
Knowledge of designing distributed and parallelized algorithms for ML applications will be a plus
Understanding and experience in Oil and Gas domain is a plus
Experience in processing and managing large data sets (TB scale) is preferred
Track records of past publications in relevant topics is a plus
Immediate availability will be advantageous
As a leading employer in our industry, Schlumberger is proud to offer a highly competitive package of base and incentive compensation as well as a comprehensive benefits program designed to support the health, wellness and financial security of our employees and their families. Schlumberger is an equal employment opportunity employer. Qualified applicants are considered without regard to race, color, religion, sex, national origin, age, disability, status as a protected veteran or other characteristics protected by law.
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