Data Science & AI Specialist

在 ABB，我们致力于帮助各行业以更精简、更清洁的方式运营，而这离不开这里的每一个人。您将有能力领导众人、收获成长助力，并为我们共同创造的影响而感到自豪。加入我们，共同驱动世界运转的力量。​​​​

该职位隶属于
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.

建设一个更清洁、更智能的未来，需要各种各样的头脑：好奇心、勇气和创造力。正因如此，我们欢迎背景和经验各异的人才。

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