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Data Science & AI Specialist

Abb · Xiamen, Fujian, China
// classified as
Other (Adjacent or hard to classify.)
posted
1d ago
location
Xiamen, Fujian, China
languages
golang, python
tools
postgresql
> stack
golangpythonpostgresql
> description

At ABB, we help industries run leaner and cleaner—and every person here makes that happen. You’ll be empowered to lead, supported to grow, and proud of the impact we create together. Join us and help run what runs the world.

This position reports to:

Digital Solution Engineering Specialist

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Run What Runs the World

At ABB, we help important industries outrun - leaner and cleaner.

Every person here makes that happen. By rethinking, rewiring, and improving, we combine the world’s best minds and technologies to elevate performance to a whole new level.

Because at ABB, progress is an expectation - for you, your team, and the world. As a [Data Science & AI Specialist], you’ll take on challenges that transform industries and drive innovation. We give you the market-leading expertise, technology, and opportunity, and you own the challenge to make an impact that matters.

It won’t always be easy. Growing takes grit. Innovating takes the courage to try, fail, learn, and succeed. But at ABB, you’ll never run alone.

Your role and responsibilities

In this role, you will have the opportunity to deliver and implement analytics strategy in one or more functional areas. Each day, you will drive data-driven strategy and decision making for predictive analytics and optimization by leveraging Artificial Intelligence (AI) and Machine Learning (ML). You will also showcase your expertise by building and maintaining large-scale statistical models that turn billions of data points into insights and actions.

The work model for the role is:onsite

This role is contributing to the ELDS in China. Main stakeholders are Digital System Engineer and manager.

You will be mainly accountable for:
  • 1. Virtual Power Plant Trading Algorithm Development
    Design and implement aggregation control algorithms and trading optimization models for Virtual Power Plants (VPP)
    Research multi-objective optimization algorithms for coordinating generation, grid, load, and storage systems to support electricity market trading decisions
    Develop real-time power balance and dispatch forecasting models
    2. Intelligent Agent Algorithm Development
    Develop distributed decision-making agents to support autonomous operation and management of microgrids
    Improve the complete perception-decision-execution chain of embodied intelligent systems
    3. Power Distribution Equipment Asset Health Assessment
    Build device state monitoring and health assessment algorithm models
    Research and implement predictive maintenance algorithms
    Perform anomaly detection and fault warning using multi-source data
    4. Data-Driven Application Exploration
    Process time series data from power systems, perform feature engineering and model optimization
    Participate in algorithm validation and implementation in real-world scenarios
    5. Technology Transformation and Collaboration
    Collaborate with cloud platform teams to implement algorithm engineering
    Write technical documentation and algorithm white papers, and summarize best practices

Our team dynamics
You will join a dynamic team, where you will be able to thrive.


Qualifications for the role
  • 1. Education & Background
    Full-time bachelor's degree or above in Electrical Engineering, Automation, Computer Science, Software Engineering, Applied Mathematics, or related fields
    2. Programming Skills
    Proficiency in at least one of the following programming languages: Python, Golang, or Java
    Strong awareness of code standards and engineering best practices
    3. Algorithm Foundation
    Familiarity with common machine learning and deep learning algorithms (supervised learning, unsupervised learning, reinforcement learning, etc.)
    4. Data Processing
    Proficiency with database tools such as PostgreSQL (PgSQL)
    5. Soft Skills
    Strong learning ability, communication skills, and stress tolerance / ability to work under pressure
    6. Preferred Qualifications (Plus Points)
    Understanding of fundamental principles of power systems or knowledge of smart grid concepts
    Project experience with time series forecasting, anomaly detection, or related applications
    Familiarity with energy sector application scenarios such as microgrids, virtual power plants, and demand-side response

Why ABB?

A global market leader redefining industries through technology and expertise.

  • Results that matter—what we run here, runs the world.
  • Autonomy & Ownership—we trust you to implement solutions.
  • Run What Runs the World—join a team that drives progress forward.

Join us. Be part of the team where progress happens, industries transform, and your work shapes the world.
Run What Runs the World.

Building a cleaner, smarter future takes all kinds of minds: the curious, the courageous, and the creative. That's why we welcome people from all backgrounds and experiences.

Ready to make an impact?

Apply today or visit https://www.abb.com to learn more about the impact of our solutions across the globe.

Apply at Abb →