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[厦门]厦门ABB电力设备有限公司
职位:Data Science & AI Specialist
发布时间:2026-08-31
工作地点:其它
信息来源:前程无忧(51JOB)
职位类型:全职
职位描述
专业1:人工智能
专业2:软件工程
职能类别:系统工程师
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.
公司简要介绍:
公司名称:厦门ABB电力设备有限公司
公司类型:外资(欧美)
公司规模:50-150人
公司介绍:厦门ABB电力设备有限公司成立于2012年底,是由ABB(中国)有限公司独资兴建,为ABB全球新建的两家模块制造厂之一。专门从事设计、制造、组装、测试中高压及超高压断路器、隔离开关和接地开关等模块。将向中国、印度、沙特等ABB的开关组装厂供应模块。
ABB Power Equipment (Xiamen) Company Limited founded in Dec 2012, The business scope of the company is designing, manufacturing, assembling and testing Middle/High Voltage combinations, tank circuit-breaker and their auxiliaries, accessories. Providing module to ABB companies in China, India, Saudi and etc.
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