Data Scientist - Grid Innovation Model Development

GE Vernova; Stone; On-site; GBP 60,000 - 80,000; Full time

Job summary

A global energy provider seeks a candidate to validate AI/ML models within energy systems. The ideal candidate will hold a relevant degree and possess strong skills in model validation and programming. The position offers a dynamic working environment with excellent development opportunities. Join a team dedicated to innovation in energy control systems.

Benefits

Private health insurance

Flexible work agreements

Qualifications

• Hands-on experience in model validation.
• Significant experience in the energy sector.
• Proficiency in programming languages such as Python, R, or MATLAB.

Responsibilities

• Design and conduct experiments to test AI/ML models.
• Analyze model performance against real-world data.
• Collaborate with engineers to improve model performance.

Skills

AI/ML model validation

Statistical techniques

Data wrangling

Python

Cloud platforms

Education

PhD, Master's, or Bachelor's in Data Science, Computer Science, Electrical Engineering

Tools

TensorFlow

MATLAB

Tableau

Job description

Overview

Organisation GE Vernova

Locations

Application Deadline 26 days remaining

Responsibilities

• Design and conduct experiments to test and validate AI/ML models in the context of energy systems and grid automation applications.
• Establish clear validation frameworks to ensure models meet required performance standards and business objectives.
• Establish test procedures to validate models with real and simulated grid data.
• Analyze model performance against real-world data to ensure accuracy, reliability, and scalability.
• Identify and address discrepancies between expected and actual model behavior, providing actionable insights to improve model performance.
• Implement automated testing strategies and pipeline to streamline model validation processes.
• Collaborate with Data Engineers and ML Engineers to improve data quality, enhance model performance, and ensure efficient deployment of validated models.
• Ensure that validation processes adhere to data governance policies and industry standards.
• Communicate validation results, insights, and recommendations clearly to stakeholders, including product managers and leadership teams.

Must-Have Qualifications

• PhD, Master's, or Bachelor's degree in Data Science, Computer Science, Electrical Engineering, or a related field with hands-on experience in model validation.
• Significant experience working in the energy sector, particularly in energy systems, grid automation, or smart grid technologies.
• Solid experience in validating AI/ML models, ensuring they meet business and technical requirements.
• Strong knowledge of statistical techniques, model performance metrics, and validation methodologies for AI/ML models.
• Proficiency in programming languages such as Python, R, or MATLAB.
• Experience with data wrangling, feature engineering, and preparing datasets for model validation.
• Familiarity with machine learning frameworks (e.g., TensorFlow, PyTorch, Scikit-learn) and model evaluation techniques.
• Experience with cloud platforms (e.g., AWS, Azure, GCP) and deployment of models in cloud environments.
• Experience with data visualization tools such as Tableau, Power BI, or similar to effectively present validation results and insights.

Nice-to-Have Qualifications

• Familiarity with big data tools and technologies, such as Hadoop, Kafka, and Spark.
• Familiarity with data governance frameworks and validation standards in the energy sector.
• Knowledge of distributed computing environments and model deployment at scale.
• Strong communication skills, with the ability to clearly explain complex validation results to non-technical stakeholders.

About GE Vernova Grid Solutions

At GE Vernova - Grid Automation, you will have the opportunity to work on cutting-edge projects that shape the future of energy. We offer a collaborative environment where your expertise will be valued, and your contributions will make a tangible impact. Join us and be part of a team that is driving innovation and excellence in control systems.

Why We Come To Work

At GE Vernova Grid Solutions, our engineers are always up for the challenge - and we're always driven to find the best solution. Our projects are unique and interesting, and you'll need to bring a solution-focused, positive approach to each one to do your best. Surrounded by committed, loyal colleagues, if you can dare to bring your ingenuity and desire to make an impact, you'll be exposed to game-changing, diverse projects that truly allow you to play your part in the energy transition.

What We Offer

A key role in a dynamic, international working environment with a large degree of flexibility of work agreements.

Competitive benefits, and great development opportunities - including private health insurance.

Additional Information

Relocation Assistance Provided: No

GE Vernova is an Equal Opportunity Employer. Employment decisions are made without regard to race, color, religion, national or ethnic origin, sex, sexual orientation, gender identity or expression, age, disability, protected veteran status or other characteristics protected by law.