Remote Data Scientist - Energy Analytics

Placements24; Mossel Bay; Hybrid; ZAR 900.000 - 1.300.000; Vollzeit

Benefits dieser Stelle

Health insurance

Retirement contributions

Performance-based bonuses

Flexible work environment

Zusammenfassung

Placements24 seeks a senior Data Scientist to work remotely on oil and gas analytics. You will build predictive models, analyze large diverse datasets, and create dashboards for stakeholders.

The role requires strong Python/R, ML, and cloud skills with a track record of delivering data-driven insights in complex environments. You will collaborate with engineering, operations, and business teams, advancing data strategies and best practices while maintaining data quality and security in a remote

Qualifikationen

• Master's or PhD in Computer Science, Statistics, Mathematics, Physics, or related field.
• Minimum 5 years as Data Scientist or similar analytical role.
• Strong Python or R, with scikit-learn, TensorFlow, PyTorch.
• Experience with big data (Spark/Hadoop) and cloud platforms (AWS/Azure/GCP).
• Strong SQL and data visualization (Tableau/Power BI).
• Ability to work independently in a remote setting.

Aufgaben

• Develop ML models for predictive maintenance, anomaly detection, performance optimization.
• Analyze large datasets from sensors, logs, and geology sources.
• Design A/B tests and experiments to validate hypotheses.
• Build data pipelines and automate processing workflows.
• Create visualizations and dashboards for technical and non-technical stakeholders.
• Collaborate remotely with engineers, operations, and business units.
• Stay current with data science advances and AI trends.
• Contribute to data strategy and best practices.
• Present findings to senior management and ensure data quality and security.

Kenntnisse

Python

R

scikit-learn

TensorFlow

PyTorch

Spark

Hadoop

SQL

Tableau

Power BI

Ausbildung

Master's or PhD in CS/ stats/ math

Tools

AWS

Azure

GCP

Spark

Hadoop

Jobbeschreibung

About the Role

Our client is seeking a highly skilled and motivated Data Scientist to join their innovative team, working remotely from anywhere. This role will focus on leveraging advanced data analytics and machine learning techniques to extract actionable insights from large datasets within the Oil & Gas industry. You will be instrumental in developing predictive models, optimizing operational processes, and identifying new opportunities for efficiency and growth. The ideal candidate possesses a strong background in statistical modeling, machine learning algorithms, and data visualization, coupled with practical experience in applying these skills to complex energy-related challenges. This is a fully remote position, offering the flexibility to work from home while contributing to significant projects. We are looking for an independent, results-oriented individual who can thrive in a virtual environment and drive data-driven decision-making for our client.

Key Responsibilities

• Develop and implement machine learning models for predictive maintenance, anomaly detection, and performance optimization.
• Analyze large, complex datasets from various sources (e.g., sensors, production logs, geological data).
• Design and execute A/B tests and other experiments to validate hypotheses and model performance.
• Build data pipelines and automate data processing workflows.
• Create compelling data visualizations and dashboards to communicate insights to technical and non-technical stakeholders.
• Collaborate remotely with domain experts across engineering, operations, and business units.
• Stay current with the latest advancements in data science, machine learning, and artificial intelligence.
• Contribute to the development of the company's data strategy and best practices.
• Present findings and recommendations to senior management.
• Ensure data quality, integrity, and security in all analytical processes.

Requirements

• Master's or Ph.D. in Computer Science, Statistics, Mathematics, Physics, or a related quantitative field.
• Minimum of 5 years of experience as a Data Scientist or in a similar analytical role.
• Strong proficiency in programming languages such as Python or R, and relevant libraries (e.g., scikit-learn, TensorFlow, PyTorch).
• Expertise in statistical modeling, machine learning algorithms, and data mining techniques.
• Experience with big data technologies (e.g., Spark, Hadoop) and cloud platforms (e.g., AWS, Azure, GCP).
• Strong SQL skills and experience with relational and NoSQL databases.
• Excellent data visualization skills using tools like Tableau, Power BI, or Python libraries (e.g., Matplotlib, Seaborn).
• Proven ability to work independently and manage projects effectively in a remote setting.
• Strong communication and collaboration skills, with the ability to explain complex technical concepts clearly.
• Experience in the Oil & Gas or energy sector is highly desirable.

Benefits

As a fully remote employee, you will receive a highly competitive salary, a comprehensive benefits package including health insurance, retirement contributions, and performance-based bonuses. Our client offers a flexible work environment, empowering you to manage your schedule effectively. You will have the opportunity to work on cutting-edge projects using advanced technologies, contributing to the digital transformation of the Oil & Gas industry. Our client is committed to professional development and provides resources for continuous learning.