or Data Scientist - Model Development for Grid Innovation

GE Vernova; Stafford; On-site; GBP 45,000 - 70,000; Full time

Job summary

Join GE Vernova as a Data Scientist, focusing on advanced models for grid innovation applications. This role involves designing data frameworks, developing scalable solutions, and collaborating across teams to leverage AI and data analytics in the energy sector. Ideal candidates will have significant experience in data engineering and the energy industry.

Benefits

Private health insurance

Flexible work agreements

Qualifications

• Significant experience in the energy sector, specifically in grid automation.
• Expertise in creating and managing data pipelines.
• Solid proficiency in scientific programming languages like Python, Scala, Java, or SQL.

Responsibilities

• Develop and maintain database structures and data models for AI applications.
• Design and implement scalable data pipelines for data transformation.
• Collaborate with cross-functional teams to meet data needs for AI/ML models.

Skills

Data Engineering

Data Pipelines

AI and Machine Learning

Database Management

Python

Cloud Platforms

Education

PhD, Master's, or Bachelor's in Computer Science or related field

Tools

PostgreSQL

Cassandra

MongoDB

AWS

GCP

Azure

Job description

Job Description Summary

Join us in our journey to redefine what's possible with AI and make a lasting impact on the world of Energy.
GE Vernova is accelerating the path to more reliable, affordable, and sustainable energy, while helping our customers power economies and deliver the electricity that is vital to health, safety, security, and improved quality of life. Are you excited at the opportunity to electrify and decarbonize the world?

We are seeking a dynamic, forward-thinking, and results-driven Data Scientist who will primarily focus on deriving advanced models for grid innovation applications. Reporting to the AI leader in the CTO organization, the Data Scientist will collaborate closely with Grid Automation (GA) product lines, R&D teams, product management, and other GA functions to drive efficiency and innovation. The ideal candidate should have significant experience in the energy sector, specifically in grid automation and energy systems.

This role will be responsible for designing and building a common framework for data storage, analytics, and AI model deployment. The Data Scientist will work across different functions within Grid Automation (GA) to identify opportunities for leveraging data and AI to solve critical customer problems, improve efficiencies, and develop scalable solutions. This role will also involve developing Proof of Concepts (POCs) and ensuring the deployment of models on edge or cloud-based systems.

Job Description

Essential Responsibilities:

1. Develop and maintain database structures, schemas, and data models to support AI and machine learning applications.
2. Utilize efficient storage technologies (Relational, Data Lakes, NoSQL, etc.) to manage data storage, access, and security.
3. Design and implement scalable and reliable data pipelines for cleaning, transforming, and extracting features from both structured and unstructured data.
4. Build and maintain integrations with internal and external data sources and APIs.
5. Identify and integrate new datasets that enhance product capabilities and provide actionable insights.
6. Automate the integration of data from various sources into a unified format, tailored to specific business needs.
7. Monitor, optimize, and ensure the scalability of data pipelines.
8. Collaborate with Data Scientists, ML Engineers, and other cross-functional teams to meet data needs for AI/ML models and analytics.
9. Develop and deliver innovative solutions in collaboration with teams across the organization, helping the business leverage AI and data analytics to solve customer challenges.

Must-Have Requirements:

• PhD, Master's, or Bachelor's degree in Computer Science, Electrical Engineering, or a related field with hands-on experience in data engineering.
• Significant experience in the energy sector, specifically in grid automation or energy systems, with expertise in working with energy-related data.
• Significant experience in data engineering, specifically in creating and managing data pipelines for structured and unstructured data.
• Solid experience with database management systems (e.g., relational databases like PostgreSQL, NoSQL databases like Cassandra and MongoDB).
• Solid expertise in utilizing data storage technologies such as Data Lakes, NoSQL, and relational databases.
• Solid experience in building scalable and reliable data pipelines for data transformation and feature extraction.
• Solid proficiency in scientific programming languages like Python, Scala, Java, or SQL.
• Solid experience with cloud platforms (AWS, GCP, Azure) and cloud services for data storage, processing, and analytics.

Nice-to-Have Requirements:

• Familiarity with big data technologies such as Hadoop, Kafka, and similar tools.
• Familiarity with version control systems like Git.
• Experience with GraphDB, MongoDB, SQL/NoSQL, MS Access, and other databases.
• Ability to work in a collaborative, multi-functional environment, demonstrating a proactive approach and solid communication skills.
• Familiarity with data warehousing principles and technologies.

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.

About GE Grid Solutions:

At GEV Grid Solutions, we are electrifying the world with advanced grid technologies. As leaders in the energy space, our goal is to accelerate the transition to a more energy-efficient grid to meet future needs. Focused on growth and sustainability, GE Grid Solutions plays a pivotal role in integrating renewables onto the grid to drive towards carbon neutrality. We help enable the transition to a greener, more reliable grid, with the most advanced and comprehensive product and solutions portfolio within the energy sector.

Why we come to work:

Our engineers are always up for the challenge, driven to find the best solutions. Our projects are unique and interesting; bring a solution-focused, positive approach to each one. Surrounded by dedicated colleagues, if you dare to bring your ingenuity and desire to make an impact, you'll be involved in game-changing, diverse projects that contribute to the energy transition.

What we offer:

A key role in a dynamic, international environment with flexible work agreements.

Competitive benefits, including private health insurance.

Additional Information

Relocation Assistance Provided: No