Job
Description
Job Title: Data Scientist
Location: PuTC, Pune
About SLB
Schlumberger is a leading provider of oilfield services, focusing on innovative technologies for reservoir characterization,drilling, and production. We are also a leading employer in the oilfield sectorwith a reputation for hiring the best andthe brightest people and keeping them at the top of their game through rewarding career-long development opportunities.We leverage strong local experience and the diversity in thought, background, and knowledge that more than 170nationalities bring.We employ over 82,000 people and work in more than 120 countries, we help our customers find and produce oil andgas in ways that demonstrate respect for both people and the environment. Today's industry challenges call for newideas, techniques, and solutions. If you want to drive your career and want to grow with a company that's embraced newways of thinking since 1927, we may have the career for you. Further information about Schlumberger can be found atwww.slb.comAbout Role
We are looking for data scientists in the PuTC Data Science team. The Data Scientists will be responsible for designingand executing undirected research and tackling open-ended data problems using advanced techniques in AI (ArtificialIntelligence), ML (Machine learning), DL (deep learning), and Large Language Models (LLMs). This role involves workingindependently with very complex and large, multi-format datasets (often TB scale) across various industrial applications.The individual will be a highly capable individual contributor, responsible for leading end-to-end solution development,from initial ideation and Proof of Concept to robust production deployment. This includes deep technical contributions incore data science, statistical analysis, data engineering (ETL), and interactive dashboard creation. They will collaboratewith various cross-functional teams and external clients, providing periodic updates through presentations and prototypedemonstrations, and often managing multiple simultaneous high-impact projects. The ability to build scalable, cloudnativeAI/ML solutions, develop interactive data visualizations, and automate data ingestion pipelines for diverse clientdeployments is critical.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 softwaresolutions? 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 conferencesQualifications and Requirements:
?M.S/MTech/PhD in computer science, mathematics, physics, applied sciences, engineering or similar disciplines with demonstrated research capability?Min 4 to 7 years of experience in development of data science algorithms.?Proven experience in developing core machine learning algorithms in professional research and development settings?Require Strong knowledge of machine learning and deep learning algorithms and their application to time series analysis, text analytics/NLP, computer vision etc?Strong expertise in ETL processes, data manipulation, and data quality assurance.?Knowledge of developing deep learning models using TensorFlow, Keras, Pytorch, LLM etc.?Expert-level proficiency in Python and its data science ecosystem (Pandas, NumPy, Scikit-learn).?Proven experience with R for statistical analysis, data visualization, and web applications (e.g., RShiny).?Extensive hands-on experience with Dataiku for building and orchestrating automated data science workflows.?Proven expertise in developing complex, interactive dashboards and data visualization solutions?Advanced proficiency in SQL for complex data querying, manipulation, and optimization.?Excellent verbal and written communication skills.Preferred
?Strong knowledge of optimization, sensor processing?Strong Knowledge of DataIku?Knowledge of designing distributed and parallelized algorithms for ML applications?Understanding and experience in Oil and Gas domain?Knowledge of designing distributed and parallelized algorithms for ML applications.?Experience in processing and managing large data sets (TB scale).?Familiarity with C# for plugins creation or other development tasks.?Familiarity with petrophysical analysis software like Ocean for Techlog and scripting for automation within such environments.?Track records of past publications in relevant topics.?Prior experience leading technical projects or mentoring junior data scientists.?Track records of past publications in relevant topicsSLB as an employer
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. SLB 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.8+ years
