D&I Data Scientist

Schlumberger Business Support HUB Sdn Bhd; Kuala Lumpur; On-site; MYR 120,000 - 180,000; Full time

Job summary

The Data Scientist role at Schlumberger Business Support HUB Sdn Bhd focuses on tackling open-ended data problems using advanced quantitative methods. You will research new techniques, implement data-driven models, and contribute to enterprise-scale deployments.

Applicants should hold an advanced degree in a quantitative field and have hands-on experience with Python, ML/DL frameworks, ML Ops, and GenAI/LLMs. You will collaborate with engineering teams to apply analytics to industrial challenges.

Qualifications

• 3–12 years of experience in data science or related field.
• Advanced degree in a quantitative discipline.
• Strong knowledge of statistical methods and ML algorithms.
• Proficiency in Python and ML/DL tooling.
• Experience with ML lifecycle, deployment, and MLOps.

Responsibilities

• Research and assess next-generation technologies for machinery diagnostics and data-driven modeling.
• Demonstrate advanced machine learning knowledge and population-based optimization methods.
• Generate innovative ideas; establish new research directions and execute on technical projects.
• Maintain state-of-the-art knowledge and contribute to technical discussions and reviews.
• Apply theoretical knowledge to solve industrial problems.
• Process large multivariate data sets from equipment operations and tests.
• Develop data-driven algorithms for anomaly detection and prediction.
• Communicate results via reports and presentations.
• Collaborate with field and product engineers to identify health monitoring parameters.

Skills

Python

Machine learning

Deep learning

Time series

Bayesian

NLP-GenAI

APIs

ML Ops

Version control

Cloud

Education

Advanced degree in quantitative field

Tools

NumPy

pandas

scikit-learn

Keras

TensorFlow

PyTorch

Job description

Schlumberger Business Support HUB Sdn Bhd 4.4 View all jobs

The Data Scientist is responsible for conducting undirected research and tackle open-ended data problems and questions. Drawing on an advanced degree in a quantitative field such as computer science, physics, statistics or applied mathematics, the Data Scientist demonstrates the knowledge to invent new algorithms to solve data problems.

Responsibilities

• Research and assess next-generation technologies for machinery diagnostics and prognostics and data-driven modeling and optimization of complex systems.
• Demonstrate advanced working knowledge and experience with machine learning algorithms and population-based meta-heuristic optimization methods.
• Generate innovative ideas, establish new research directions, and shape and execute on technical projects.
• Maintain state-of-the-art knowledge and contribute to technical discussions and reviews as an expert in related areas of responsibility.
• Apply theoretical knowledge to solve industrial problems.
• Process large multivariate data sets collected from equipment operations, manufacturing tests and diagnostic routines.
• Apply engineering knowledge in developing data-driven algorithms for anomaly detection, failure prediction and optimization.
• Communicate ideas, plans and results effectively via oral and written reports.
• Collaborate with field and product engineers to identify key health monitoring parameters of a system.

Experience level: 3-12 years

Expertise

• Knowledge and practical experience in statistical analysis techniques (e.g., classification, regression, time-series, Bayesian techniques) and machine learning techniques (e.g., decision trees, ensemble methods, deep learning, neural networks, validation methods).
• Practical experience in the machine learning lifecycle, from problem formulation and data acquisition to model building and deployment at enterprise scale.
• Conceptual and mathematical understanding of algorithms, models, model assessment techniques, solution development and explainable AI.
• Knowledge and experience in code design, testing, and ML Ops practices.
• Specialization in at least one sub-domain, such as time series forecasting, Bayesian skills or NLP-GenAI.
• Proficiency in Python, including packages such as NumPy, pandas, scikit-learn, Keras, TensorFlow, and PyTorch.
• Experience with software engineering practices, agile methodologies, DevOps, and version control.
• Experience in Data and Cloud environments along with APIs and data integration.
• Experience with GenAI/LLMs.

Schlumberger is the world’s leading supplier of technology, integrated project management and information solutions to customers working in the oil and gas industry worldwide. Employing more than 115,000 people representing over 140 nationalities and working in approximately 85 countries, Schlumberger provides the industry’s widest range of products and services from exploration through production. This year, the company is recruiting thousands of graduates in: Engineering, Science, Geoscience, Business and Finance, and HSE.

Schlumberger Limited has principal offices in Paris, Houston and The Hague, and reported revenues of USD $48.58 billion in 2014.

History

With a history and culture of science and innovation, we’re the world’s largest oilfield services company. Our people invent, design, engineer, and apply technologies that help customers find and produce oil and gas more efficiently and safely—often in remote and challenging locations. Founded in 1926, the company takes its name from Conrad and Marcel Schlumberger, brothers who transformed the energy industry with the revolutionary idea of using electrical measurements to map subsurface rock formations. We employ over 115,000 people and work in more than 85 countries. We leverage strong local experience and the diversity in thought, background, and knowledge that more than 140 nationalities bring. As the demand for energy increases so does our need for hardworking, fresh talent to meet the engineering and technical challenges of today’s upstream oil and gas business. We have countless career opportunities that will let you prove your abilities from your first day of work. And we'll give you the training and support you need to succeed throughout your career.

Product & Services

Each day, in more than 80 countries, we help our customers find and produce oil and gas. Through our wellsite operations and in our research and engineering facilities, we are working to develop products, services and solutions that optimize customer performance in a safe and environmentally sound manner. We aim to do business in a consistent and transparent way with all our clients and do not hold equity stakes in our customers' assets. Customers place a great deal of trust in us, particularly when it comes to handling sensitive and confidential information. Our reputation for integrity and fair dealing is vitally important in winning and retaining this trust. We're looking for men and women to join our global family in this effort. If you're ambitious, innovative, and hard working, a Schlumberger career may be for you. You'll follow in the tradition of our founders, Conrad and Marcel Schlumberger, who transformed the energy industry with the revolutionary idea of using electrical measurements to map subsurface rock formations. Schlumberger engineers recorded the first electrical resistivity well log in Pechelbronn, France in September 1927, and wireline logging was born! Their pioneering attitude has been the foundation of our success for almost 80 years. Today Schlumberger is the world's leading oilfield services company, providing the most complete range of oilfield services from surface seismic to drilling, formation evaluation, well completion and stimulation services, production optimization, reservoir studies, well construction and integrated project management. As the demand for energy continues to increase, new ideas, techniques, and solutions are necessary. We have a multitude of career opportunities that will enable you to prove your abilities from your first day of work. We'll give you the training and support you need to take on our complex engineering and technical challenges.

Schlumberger Limited has principal offices in Paris, Houston and The Hague and reported revenues of $39.54 billion in 2011. For more information, visit www.slb.com.

Schlumberger is the world’s leading supplier of technology, integrated project management and information solutions to customers working in the oil and gas industry worldwide. Employing more than 115,000 people representing over 140 nationalities and working in approximately 85 countries, Schlumberger provides the industry’s widest range of products and services from exploration through production. This year, the company is recruiting thousands of graduates in: Engineering, Science, Geoscience, Business and Finance, and HSE.

Schlumberger Limited has principal offices in Paris, Houston and The Hague, and reported revenues of USD $48.58 billion in 2014.

History

With a history and culture of science and innovation, we’re the world’s largest oilfield services company. Our people invent, design, engineer, and apply technologies that help customers find and produce oil and gas more efficiently and safely—often in remote and challenging locations. Founded in 1926, the company takes its name from Conrad and Marcel Schlumberger, brothers who transformed the energy industry with the revolutionary idea of using electrical measurements to map subsurface rock formations. We employ over 115,000 people and work in more than 85 countries. We leverage strong local experience and the diversity in thought, background, and knowledge that more than 140 nationalities bring. As the demand for energy increases so does our need for hardworking, fresh talent to meet the engineering and technical challenges of today’s upstream oil and gas business. We have countless career opportunities that will let you prove your abilities from your first day of work. And we'll give you the training and support you need to succeed throughout your career.

Product & Services

Each day, in more than 80 countries, we help our customers find and produce oil and gas. Through our wellsite operations and in our research and engineering facilities, we are working to develop products, services and solutions that optimize customer performance in a safe and environmentally sound manner. We aim to do business in a consistent and transparent way with all our clients and do not hold equity stakes in our customers' assets. Customers place a great deal of trust in us, particularly when it comes to handling sensitive and confidential information. Our reputation for integrity and fair dealing is vitally important in winning and retaining this trust. We're looking for men and women to join our global family in this effort. If you're ambitious, innovative, and hard working, a Schlumberger career may be for you. You'll follow in the tradition of our founders, Conrad and Marcel Schlumberger, who transformed the energy industry with the revolutionary idea of using electrical measurements to map subsurface rock formations. Schlumberger engineers recorded the first electrical resistivity well log in Pechelbronn, France in September 1927, and wireline logging was born! Their pioneering attitude has been the foundation of our success for almost 80 years. Today Schlumberger is the world's leading oilfield services company, providing the most complete range of oilfield services from surface seismic to drilling, formation evaluation, well completion and stimulation services, production optimization, reservoir studies, well construction and integrated project management. As the demand for energy continues to increase, new ideas, techniques, and solutions are necessary. We have a multitude of career opportunities that will enable you to prove your abilities from your first day of work. We'll give you the training and support you need to take on our complex engineering and technical challenges.

Schlumberger Limited has principal offices in Paris, Houston and The Hague and reported revenues of $39.54 billion in 2011. For more information, visit www.slb.com.