The boundaries of employment in German manufacturing are disappearing: the industrial logic beyond statistics.

统计数字之外，德国制造的真实版图正在重塑

Beyond the Statistics: The Real Landscape of German Manufacturing Is Being Reshaped

长期以来，我们习惯用“制造业就业占比”衡量一个经济体的工业实力。按照这一标尺，德国的制造业就业份额虽高于多数发达经济体，但也在缓慢下降。然而，最新发布在CEPR VoxEU上的一项关于德国结构性变化的研究提出一个被忽视的视角：大量从事制造业相关工作的人，实际就业于服务业行业。

For a long time, we have been accustomed to measuring an economy's industrial strength by the "manufacturing employment share." By that yardstick, Germany's manufacturing employment share, while higher than that of most advanced economies, has also been slowly declining. However, a recent study on structural change in Germany published on CEPR VoxEU offers a neglected perspective: a large number of people engaged in manufacturing-related work are in fact employed in service-sector industries.

这一现象并非统计技术上的小缺陷，它揭示出德国工业体系正在发生一次深层的组织转型——制造活动与工程服务、软件开发、数据分析等知识密集型服务的边界逐步消失。对于以“工业立国”自居的德国而言，理解这种变化，可能比紧盯季度产出数据更为重要。

This phenomenon is not a minor flaw in statistical methodology; it reveals a deep organizational transformation taking place in Germany's industrial system—the boundaries between manufacturing activities and knowledge-intensive services such as engineering services, software development, and data analysis are gradually dissolving. For Germany, which prides itself on being an "industrial nation," understanding this change may be more important than fixating on quarterly output data.

事件背景：制造业工作流向服务业行业

Background: Manufacturing Jobs Flowing into Service-Sector Industries

该研究考察了德国劳动力市场中的职业与行业匹配情况，发现制造业性质的工作在经济中的分布已远超制造业行业本身。例如，产品研发人员可能受雇于独立的工程服务商，工业软件工程师可能就职于IT企业，设备维护专家则可能来自专业的技术服务公司。这些人员从事的职能直接服务于工业生产链条，但在官方统计中却隶属于“服务业部门”。

The study examines the matching of occupations and industries in the German labor market and finds that manufacturing-type jobs are distributed across the economy far beyond the manufacturing sector itself. For example, product development personnel may be employed by independent engineering service providers, industrial software engineers may work for IT companies, and equipment maintenance experts may come from specialized technical service firms. The functions these workers perform directly serve the industrial production chain, yet in official statistics they are classified under the "services sector."

研究者的核心论点是：传统的“产业分类”统计方法已无法捕捉制造活动的真实地理与组织分布。如果仅以制造业行业的雇佣数据衡量德国工业的兴衰，将严重低估制造业相关劳动投入的规模。

The researchers' core argument is that traditional "industry classification"-based statistical methods can no longer capture the true geographic and organizational distribution of manufacturing activities. If the rise and fall of German industry is measured solely by employment data in the manufacturing sector, the scale of manufacturing-related labor input will be severely underestimated.

深层原因：德国工业的服务化与系统集成趋势

Underlying Causes: The Servitization of German Industry and the Trend Toward System Integration

为什么会出现这种跨界流动？本质上，这是德国制造业向“系统集成商”角色演进的产物。

Why does this cross-sector flow occur? In essence, it is the result of German manufacturing evolving toward the role of a "systems integrator."

过去，制造能力的核心体现于车间内部的生产组织。而现在，产品竞争力的关键环节逐渐外移至生产之前与之后——研发设计、软件嵌入式开发、生产流程优化、远程运维与数据服务。德国大量中小型制造企业（Mittelstand）将制造环节保留在内部，而将非核心但高度专业化的任务外包给服务类企业。与此同时，工业自动化和智能制造的推进，让原本属于制造环节的规划、调试、分析工作具备独立的服务产品属性。

In the past, the core of manufacturing capability was embodied in the production organization inside the workshop. Now, however, the key links of product competitiveness have gradually shifted to before and after production—R&D design, embedded software development, production process optimization, remote operations and maintenance, and data services. Many small and medium-sized German manufacturing enterprises (the Mittelstand) keep the manufacturing processes in-house while outsourcing non-core but highly specialized tasks to service-sector companies. At the same time, the advancement of industrial automation and smart manufacturing has given the planning, commissioning, and analysis work that once belonged to the manufacturing stage the attributes of independent service products.

此外，德国强大的机械制造与汽车产业催生了大量高价值的工程服务需求。随着工业4.0概念从倡议走向实际落地，越来越多的跨学科团队以服务商身份嵌入制造生态。这种分工深化并非德国的“去工业化”，而是制造活动的形态升级。

In addition, Germany's strong machinery and automotive industries have generated substantial demand for high-value engineering services. As the concept of Industry 4.0 has moved from an initiative to actual implementation, a growing number of interdisciplinary teams are embedding themselves in the manufacturing ecosystem as service providers. This deepening division of labor is not Germany's "deindustrialization," but rather an upgrading of the form of manufacturing activity.

德国工业影响：竞争力来源正在转移

Impact on German Industry: The Source of Competitiveness Is Shifting

(Note: The original text ends with this heading and no content follows before the context provided. Based on CONTEXT_AFTER, the following content would continue: "如果只看官方统计中的制造业就业，德国会面临工业基础萎缩的错误判断，进而影响政策制定。" = "If one looks only at manufacturing employment in official statistics, Germany would face a mistaken judgment that its industrial base is shrinking, which in turn would affect policymaking.")If one looks only at manufacturing employment in official statistics, Germany would face the erroneous judgment that its industrial base is shrinking, which in turn affects policy-making. In reality, as manufacturing work permeates into services, Germany's industrial innovation capacity has not diminished; rather, it has been strengthened through specialization. The real challenge lies in how to measure and manage this new type of industrial ecosystem.

For German companies, future competitiveness no longer depends solely on the economies of scale of production lines, but also on their ability to mobilize an external service ecosystem. Manufacturing enterprises that rely on software, engineering data, and automation solutions need to build cooperative systems that transcend industry barriers. This also means that Germany's much-praised dual vocational education and training system must tilt toward interdisciplinary skills, because many "blue-collar" jobs are evolving into complex tasks that integrate mechanics, electronics, and information technology.

The economic framework proposed by the research essentially provides a new yardstick for German industrial competitiveness: industrial capability must be assessed from the perspective of "occupations-tasks" rather than "industries-enterprises." If this perspective can enter the policy level, it may drive systematic reforms in Germany's labor market statistics, education and training, and industrial promotion mechanisms.

European and Global Impact: What Is Structurally Changing Is the Entire Industrial Landscape

Germany is a typical example among the world's major industrial countries of the "servitization of manufacturing" trend, but it is not alone. Other European economies, such as Austria, Switzerland, and the Nordic countries, also have relatively high levels of manufacturing specialization, and their service-intensive manufacturing models are also expanding. In this context, the debate over "whether manufacturing in advanced economies is declining" may be based on outdated classifications.

What deserves more attention is the change in the global competitive structure. When manufacturing activities are embedded in producer services, regional competitive barriers are no longer defined by industry sectors, but by talent clusters, data infrastructure, and intellectual property regimes. Germany's vast manufacturing-service network gives it unique advantages in areas such as smart factories and the industrial internet. However, the United States and China are also accelerating the construction of their own industrial software and engineering service ecosystems. If Europe fails to form a unified industrial data space and service market in time, Germany's first-mover advantage may be gradually eroded.

Long-Term Trend Assessment: Over the Next Decade, the Boundaries of Manufacturing Will Become Further Blurred

It can be reasonably inferred from the research that, at least in the next 3–10 years, the following trends will profoundly affect German manufacturing:

First, the labels of manufacturing employment and service employment will become increasingly irrelevant. The industry classification to which a company belongs will no longer be able to define whether it is "manufacturing," and ultimately more hybrid business entities will emerge.

Second, the core of industrial capacity will shift from production execution to production design. If Germany continues to invest substantial resources in physical production lines while increasing R&D in AI, sensing technology, and digital twins, it may maintain its leadership position in the next-generation manufacturing paradigm.Third, industrial policy needs to be adjusted. If Germany and the EU continue to confine their vision to traditional industry classifications when supporting "industry," they may end up with policy neglect of innovative, service-oriented manufacturing entities. The correct approach is to identify broad agglomeration zones of manufacturing tasks and provide infrastructure support to this ecosystem.

German industry is crossing a watershed. The disappearance of boundaries does not mean industrial decline; rather, it means that a higher-order manufacturing civilization is taking shape. Understanding this civilization requires breaking free from the intellectual constraints of outdated statistics.