Data Scientist

4w1 month ago

SLB

Pune, IN · Full-time · INR 1,500,000 – INR 3,000,000

About this role

We are looking for data scientists to join the PuTC Data Science team, where you will design and execute undirected research and tackle open-ended data problems related to the oil and gas domain. The role leverages advanced techniques in AI, machine learning, deep learning, and Generative AI to drive data-driven solutions.

In this position, you will work with very complex and large data sets, assimilating next-generation technologies to generate innovative ideas and establish new research directions. Day-to-day activities include developing data-driven algorithms and prototypes for classification, regression, anomaly detection, failure prediction, and optimization.

You will collaborate with cross-functional teams including business and engineering stakeholders to implement robust and scalable industrial software solutions. Regular communication through presentations and prototype demonstrations is essential, as is contributing to technical discussions and project reviews as an expert.

This role offers the opportunity to shape and execute on research projects while working on multiple projects simultaneously. Participation in technical forums, conferences, and other events will allow you to stay at the forefront of AI/ML applications in geosciences and exploration.

Requirements

M.S./MTech/PhD in computer science, mathematics, physics, applied sciences, engineering or similar disciplines with demonstrated capability in algorithm development using General AI or Generative AI
Deep understanding of Generative AI, deep learning algorithms and their applications to text analytics/NLP, computer vision, etc.
Strong background in retrieval augmented generation (RAG) and agentic frameworks preferred
Strong background in linear algebra, statistics, and probability
Strong background in Python programming
Hands-on experience developing deep learning models using TensorFlow, Keras, or PyTorch is a plus
Experience with patents or publications at top-tier peer-reviewed conferences or journals

Responsibilities

Assimilate next-generation technologies for data-driven solutions in the oil and gas domain
Generate innovative ideas, establish new research directions, and shape and execute research projects
Apply engineering knowledge to develop 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 stakeholders
Participate in technical forums and other appropriate events and conferences

Benefits

Opportunity to work on cutting-edge AI/ML research in the oil and gas domain
Collaborate with cross-functional teams on innovative, large-scale data problems
Participate in technical forums, conferences, and industry events
Work on multiple projects simultaneously, driving research from idea to prototype