Erasmus+ Program

SEMI Europe's ongoing collaboration with key European industry players and governmental authorities on legislation such as the European Chips Act and critical topics including workforce diversity, sustainability, and supply chain resilience are crucial to the region’s future technological strength.

While Artificial Intelligence (AI) emerged in the 1950s, only in recent years have AI applications proliferated with the explosion of data and continuing improvements in Moore’s law that have driven rising processing speeds. Voice assistants, image analysis software, search engines, and speech and facial recognition systems were among the first applications to use AI. Today, adoption has spread to sectors such as agriculture, cybersecurity, healthcare, software development, e-government and the intelligent enterprise to generate jobs and help spur economic growth. The Edge AI Opportunity and the Microelectronics IndustryAI can be embedded in hardware devices such as advanced robots, autonomous cars, drones or Internet of Things (IoT) applications. Today, according to the EU’s digital strategy, data centres and other centralized computing facilities account for the vast majority – 80% – of AI data processing and analysis, with smart connected objects such as automobiles, home appliances and manufacturing robots that bring the compute function closer to the user representing 20%. The latter, known as Edge AI applications, are powered by edge-based machine learning chipsets, not the AI chipsets designed to run cloud-based machine learning algorithms.The EU’s white paper on AI published in February 2020 anticipates that the way data are stored and processed for AI applications will change significantly over the coming five years as edge computing applications proliferate. Most AI applications need to connect with devices that collect data and manage data flows. When the applications connect with cloud infrastructures to train large volumes of data for a machine learning model, the interface devices often require hardware support. Edge AI can minimize data transport by processing data directly from local devices to accelerate data analysis and decision-making and make data transport or accelerator hardware unnecessary, critical in reducing power consumption and enhancing data security for applications such as autonomous driving. Over the past 40 years, the ICT sector has been continuously increasing greenhouse gas (GHG) emissions despite efforts to shift to renewable energy. Cloud-based AI applications require an ICT infrastructure for high-performance computing and high-speed connectivity. According to MIT Technology Review, data centres’ AI workloads could account for a tenth of the world’s electricity usage by 2025. a mass update of cloud-based AI applications may significantly increase energy consumption, unlike with Edge AI. This is why the strategy for developing Edge AI is well-aligned with the EU’s Green Deal objectives. Europe aspires to play a leadership role in Edge AI to strengthen the sector’s competitiveness and protect the European digital sovereignty. Europe’s strong industrial competencies in embedded systems and microcontrollers will help the region promote development of European domestic AI solutions for emerging high-value IoT applications in industrial processes such as Industry 4.0, Connected and Automated driving (CSA), smart cities, climate action, healthcare, and national defence and security. With this strong strategic position in technology, Europe is well-positioned to invest to become the leader in the Edge AI global market.Preparing the Workforce for the Microelectronics IndustryTo design and manufacture leading Edge AI chipsets, European education providers and industry will need to work closely together to train the current and future workforces. Within the framework of the METIS project, a four-year project co-funded by the European Commission through the Erasmus+ programme, SEMI and imec deployed experts in the field to survey and interview focus groups. The survey identified the following key focus areas for workforce development: 1. True Capability of AI and Data Science With AI’s heavy dependence on data, the workforce of the future must be trained in areas of data science including data integrity to ensure quality, unbiased sourcing, collection and accurate analysis necessary to interpret huge volumes of data. Europe also needs to train the next generation of AI chip designers in data security and privacy – key challenges to the widespread deployment of Edge AI chips. 2. Climate Change, Sustainable Development Goals (SDGs) and Social Inclusion TrainingSince the industry must be able to develop Edge AI solutions to enable the digital transformation while limiting GHG emissions, microelectronics engineers need to be schooled in climate change and understand how their work contributes to meeting the United Nation’s Sustainable Development Goals (SDGs). Workplace diversity and social inclusion are also important target areas for education since Edge AI applications should serve various groups of people with different needs.3. EthicsChip industry workers must also be educated in ethical issues of AI related to the technology’s potential societal impact in the near future[1]. With AI applications capable of monitoring Internet searches based on users’ personal preferences and biases to deliver tailored advertising, news and other information, developers must recognize how the technology can influence thinking and behaviour of individuals and groups. This awareness can help developers strike a balance between supporting commercial interests and societal good so the microelectronics industry can ensure ethical implementation of AI. 4. Cross-disciplinary Skills Required for AIAI development requires a comprehensive, cross-disciplinary skill-set to be able to integrate the work of specialists from diverse educational, cultural and professional backgrounds critical to developing non-biased AI solutions. For example, in addition to technical expertise, microelectronics AI developers must be able to communicate clearly and work in close-knit teams with non-technical experts from business, law, medicine and the social sciences.What’s Next?The microelectronics industry has a tremendous opportunity to develop new chip-based solutions for AI architectures, and apply AI techniques to improve operational efficiencies of design and manufacturing. To seize this opportunity, the industry must work closely with education providers to groom the next generation of skilled workers. This tight collaboration is critical to designing and delivering specialised courses to college and university students as well as engineers now working in the chip sector. The stakes are high. By preparing workers to develop Edge AI chipsets, the microelectronics industry can help the world confront some of the greatest challenges it faces today.For more information, see SEMI Responds to European Commission White Paper on Artificial Intelligence.METIS is a Sector Skills Alliance project co-funded by the European Commission’s Erasmus+ Program and coordinated by SEMI. The four year project, launched in November 2019, will develop a Microelectronics Skills Strategy. Based on the strategy, the METIS project will design 43 training modules for 1,100 hours learning in four key areas of the microelectronics sector.We thank Patrick Blouet (STMicroelectronics) and Jeroen Geusens (imec) for their valuable contributions to this article.[1] Ethics of Artificial Intelligence and Robotics, Stanford Encyclopedia of PhilosophyDr. Yanying Li is senior manager of Collaborative Projects at SEMI Europe.Dr. Pushkar P. Apte is the strategic technology advisor for the Smart Data AI Initiative at SEMI

Europe is facing an acute shortage of skilled microelectronics workers that undermines the growth potential of not only the electronics industry but the European economy as a whole. Nearly 1.1 million job advertisements for electro-engineering workers were placed in the EU between mid-2018 and the end of 2019 (CEDEFOP, 2020). The shortfall looms large as a skilled and diverse workforce that can continuously innovate is the oxygen of microelectronics. In light of the critical importance of microelectronics to Europe’s ability to fulfill its growth potential, SEMI Europe participated in the high-level roundtable hosted by Commissioner Nicolas Schmit and Commissioner Thierry Breton on October 5. The discussion’s key takeaway: The skills challenge facing the microelectronics industry is too complex for one organization to tackle, and reskilling and upskilling its workforce should be a common priority for Europe. Only with a diverse, substantial and skilled microelectronics workforce can Europe achieve its R D, design and manufacturing ambitions while ensuring its sovereignty in the digital age. The roundtable highlighted the EU Pact for Skills as a key means to narrow the industry’s skills gap.An ever-growing part of our lives, microelectronics, with their ability to run billions of computations per second and store vast quantities of data, are the brains of modern technology. The digital sovereignty of nations around the world today relies on advanced microprocessors to collect, transfer, analyze and store immense amounts of data used in key end-user sectors such as mobility, telecommunications, energy, security and healthcare. Information and communication technologies (ICT) enabled by microelectronics are helping much of the world’s population to work and study from home and remain safe during the COVID-19 pandemic.According to the Smarter2030 Report, further deployment of ICT, including electronic components in critical sectors such as transportation, manufacturing, agriculture, construction and energy, could eliminate the equivalent of 12.1 billion tons of CO2 per year globally. These are some of the reasons why nations worldwide are making large-scale investments to advance a homegrown microelectronics R D, design and manufacturing base. It is no surprise, then, that semiconductors are now at the center of the so-called global techno-trade wars.Clearly, Europe urgently needs to mobilize and pool resources to develop effective lifelong learning programs for all workers and continue investing in microelectronics innovation. We need to instill the passion for creating technology among current and future workforce, in particular women and people with challenged backgrounds, and build a highly diverse talent pool. Working together, we can better demonstrate how computing technologies, including quantum, high-performance and edge AI, provide solutions to grand societal challenges and attract talented people to the fascinating world of electronic components and systems.Against this backdrop, the microelectronics industry finds the Pact for Skills very timely and crucial to advancing the talent pool underpinning Europe’s deep digital ecosystem. The Pact will play an instrumental role in improving the scope and the quality of training partnerships at regional, national and European levels, sharing best practices and helping the microelectronics industry and workforce adapt to the effects of COVID-19.The microelectronics industry is committed to building on the momentum created by the METIS Erasmus+ collaborative project and to mobilizing our ecosystem and education partners for a successful Pact for Skills in Microelectronics starting this year.The High-Level Roundtable: Skills for Microelectronics was hosted by Commissioner Thierry Breton and Commissioner Nicolas Schmit. Participants included Paul Boudre, CEO, SOITEC; Lars Reger, CEO Germany and CTO, NXP; Frits van Hout, Executive Vice-President and Chief Strategy Officer, ASML; Françoise Chombar, CEO, Melexis; Emmanuel Sabonnadiere, CEO, CEA-Leti; Luc Van den hove, President and CEO, imec; Sabine Nietzsche, Board member, Silicon Saxony and Vice President, GlobalFoundries; Laith Altimime, President, SEMI Europe (coordinator of METIS); Yolande Berbers, President, European Society for Engineering Education (SEFI); James Calleja, President, European Forum for Technical Vocational Education and Training (EFVET); Ludovic Voet, Confederal Secretary, European Trade Union Confederation (ETUC).Emir Demircan is director of Advocacy and Public Policy at SEMI Europe. To learn more about SEMI Europe advocacy, contact Emir at [email protected].

METIS, a Sector Skills Alliance project co-funded by the European Commission’s Erasmus+ Program and coordinated by SEMI, recently launched an online questionnaire aimed at gauging the skills and expertise the industry needs to drive continued growth over the next five years. The survey, which will stay online until 15 October 2020, is a part of the METIS project’s efforts to involve a broad range of stakeholders in the microelectronics industry to assess workforce, future technology and economic trends influencing talent development and the skills needed most today and in the next five years. The survey aims to highlight the skill mismatches in specific job profiles that are of increasing importance to the microelectronics industry. It elaborates on the upskilling and reskilling needs for design engineers. Given that semiconductor design is becoming increasingly crucial for Europe’s competitiveness and technological sovereignty, the new skills required from design engineers are a priority area for the METIS project. Other examples are the manufacturing and maintenance technicians, two job profiles that are currently experiencing significant shifts in their skillsets, as COVID-19 has thoroughly transformed their way of work.While the microelectronics industry has been very aware of the importance of the high level of investment in R D, it is equally crucial to ensure that the workforce of the industry is equipped with knowledge and skills for the rapid technological developments. Maintaining high levels of investment in workforce including attracting talent, updating their knowledge and skills with the latest technological development, and supporting them to lead innovations, is essential for this industry. There is a growing demand for specific requirements for this sector to support innovation in many other sectors such as automotive, energy, healthcare, and government, to foster benefits from emerging digital technologies such as Cloud Services, Internet of Things (IoT), Artificial Intelligence (AI), Digital Reality, and Blockchain.In addition to the online questionnaire, the METIS project consortium is interviewing top experts from leading microelectronics companies, education representatives from universities and training academies, and experts from government agencies and industry associations. The interview outcomes provide inputs on what kind of employee profiles are the most difficult to find, what skills this sector is looking for in a candidate, and what kind of training and policy frameworks are needed to improve employers’ skills. Those inputs are essential to develop the skill strategy and form recommendations on training modules.Furthermore, the METIS project consortium is organizing 10 focus groups. Each of the focus groups is dedicated to a key topic, such as SC design, SC materials, semiconductor manufacturing equipment, etc. For example, one of the METIS focus groups is dedicated to Edge AI, a top priority for the microelectronics industry. Strengthening the AI talent pipeline is essential to harness the potential of Edge AI in Europe and to facilitate the shift from the Cloud to the Edge when possible in order to meet specific demands (e.g. for autonomous driving), reduce energy consumption for data communications, and to increase efficiency. The EU’s White Paper “Artificial Intelligence - A European approach to excellence and trust”[1] , published this February, also emphasizes the importance of upskilling and reskilling to position Europe among the global leaders in AI. Hence, the focus group will work towards pinpointing the skills necessary for the semiconductor workforce to capture the potential of the trend.The results of the survey, interviews and focus groups will be used to form the Microelectronics Skills Strategy. Based on this strategy, the METIS project will design 43 training modules for 1,100 hours learning in four key areas of the microelectronics sector:Component designSystem designBasic of manufacturingKey competencies and innovative thinkingThe METIS project is planning to recruit 2,000 learners in companies and education and training institutes to participate in the trainings and validate the impact. The METIS project will also work with companies, education and training providers to ensure continuity of the initiative and foster cooperation.During the METIS project course (2019 – 2023), the Skills Strategy will be updated yearly to reflect the latest technology and market trends. To enable the Skills Strategy to continue serving the industry, METIS is working on forming a permanent instrument, named Observatory and Skills Council, to continue developing the skills strategy, update the training and facilitate cooperation between industry and education and training providers.Laith Altimime, president of SEMI Europe, and 50 members of the Microelectronics Training, Industry and Skills (METIS) consortium The METIS consortium invites companies and associations involved in microelectronics training and education provision, human resources and career services professionals, technology strategists and policy makers to complete the online questionnaire. Stakeholders are also welcome to subscribe to the METIS newsletter for the latest on METIS programs. For more details, please contact Yanying Li at [email protected].[1] EU’s White Paper on Artificial Intelligence available at: https://ec.europa.eu/info/sites/info/files/commission-white-paper-artificial-intelligence-feb2020_en.pdfDr. Yanying Li is senior manager of Collaborative Projects at SEMI Europe.

We live in the New Industrial Age. Manufacturing is undergoing a profound transformation, driven not only by technological (e.g. Artificial Intelligence, robotics, IoT) but also societal, market and regulatory developments that have fundamental implications for the workforce competency requirements. How can education and training systems keep pace with this unprecedented change? How does a future-proof curriculum look like?This topic has been extensively addressed by the Curriculum Guidelines for Key Enabling Technologies (KETs) and Advanced Manufacturing Technologies (AMT) initiative (2017-2019) of the Executive Agency for SMEs (EASME) and DG GROW of the European Commission. Carried out by PwC, the initiative focuses on the promising ways of organising learning experiences of individuals and groups in the New Industrial Age. The initiative produced the Curriculum Guidelines 4.0 that aim to equip all key stakeholder groups with the knowledge base needed to transform the existing curricula.The guidelines were developed based on the extensive state-of-play analysis and active stakeholder contribution by means of expert workshops, pan-European online surveys, in-depth interviews and individual expert consultations. All key stakeholder groups were involved in the preparation of the guidelines, including the representatives of education and training providers, industry, policymakers and supporting structures (e.g. industry associations, cluster organisations and trade unions), as well as learners themselves. SEMI was among the key contributors. The guidelines were presented to the public at the EU Conference on Skills for Industry: Curriculum Guidelines 4.0 in Brussels on 26 November, 2019.The guidelines aim to be applicable for both designing fundamentally new educational offers and/or advancing the existing curricula, depending on the level of required change. They address non-tertiary vocational education and training, higher education and on-the-job training for the manufacturing-related domains.The guidelines follow a holistic approach covering a broad spectrum of dimensions relevant to curriculum design and implementation, namely: Strategy: defining core values, commitments, opportunities, resources and capabilities of an educational/training institution Collaboration: promoting practices that move beyond the typical institutional collaboration patterns and engaging individuals and communities Content: defining the nature of educational content, including specific principles related to the actual content of the curricula Learning environment: creating specific environment during the program, e.g. stimulating multidisciplinary orientation, design thinking, team spirit, collective problem-solving, risk-taking behaviour, experimental approaches Delivery mechanisms: establishing means by which learners experience and access education/training; paying special attention to technology-enabled learning Assessment: identifying most appropriate forms of assessment, including advantages and disadvantages Recognition: exploring appropriate formal and informal ways of recognition Quality: identifying the determinants of education training quality: what makes learners’ and employers’ perception different? Based on the results of the pan-European survey, the four key elements that require the most substantial change are Strategy, Collaboration, Learning Environment and Content.The guidelines will be tested in practice in the context of METIS (Microelectronics Training, Industry and Skills), a project recently launched by SEMI and 19 partners from 14 countries. Aligned with the Curriculum Guidelines 4.0, METIS will establish a Microelectronics Observatory and Skills Council consisting of representatives from industry, academia, NGOs, think tanks and government. The consortium will develop a New Skills Strategy for the microelectronics industry in Europe with a focus on raising occupational profiles and skills critical to the future of the sector.METIS will enable a new industry-driven curriculum with 43 modules integrating online education and work-based learning in microelectronics design and manufacturing. Training will focus on chip design, system design, basic of manufacturing and key competencies. METIS is a Sector Skills Alliance co-funded by the Erasmus+ Program, receiving 4 million EUR funding from the EU.Preparing students for lifelong learning, offering Big Picture education, creating effective learning ecosystems, applying problem-based and student-centric approaches, shifting from human-robot interactions towards human-machine collaboration – these are just some examples of the curriculum guidelines principles highlighted in the guidelines.The guidelines aim to offer key highlights, indicate a variety of possibilities and identify sources for more detailed information and inspiration. The guidelines by no means aim to serve as a standardised detailed recipe for organising education and training processes, as there is no one best way to approach it. The diversity of learners’ needs and contexts per definition implies a need for multitude of approaches, which could also be combined in their own unique/customised education and training solutions.The Curriculum Guidelines 4.0 will be publicly released in January 2020, and will be available on the EU Publications. More information about this and related initiatives can be found at https://skills4industry.eu/. Dr. Kristina Dervojeda leads the PwC Innovation Research Centre in the Netherlands.

Back in February of this year, we launched SEMI Works™, a landmark SEMI program designed to grow and sustain the electronics industry talent pipeline from the ground up. But it was much more than a program launch. The introduction was a resounding statement of our passionate commitment to workforce development and its incontrovertible importance to the future of the microelectronics industry. No one’s passion for workforce development burns brighter than SEMI CEO Ajit Manocha’s. In April, he reiterated SEMI’s focus to make good on this commitment and laid out the broad outlines of SEMI Works. From the outset, our sights have been firmly fixed on execution. The National Science Foundation (NSF), a United States government agency that supports fundamental research and education in science and engineering, recently lent its support to SEMI Works with a $6 million investment to develop a scalable, sustainable apparatus to meet current and future talent requirements of the end-to-end electronics manufacturing industry. And more financial backing – this time from abroad – could well be in the offing. We are pressing ahead to develop the infrastructure to connect talent, industry and education providers at scale. We are expanding proven programs for exciting and engaging students in experiential learning opportunities at a young age. And we are paving the way to offer career and educational pathways through high school, college and adult and veteran training. Regional partners are essential to scaling these programs, and to date we have identified three regions for pilots to develop the infrastructure and business model that will be heartbeat of SEMI Works.Moore’s Law is losing steam, raising hard questions about the semiconductor industry’s ability to maintain its swift pace of innovation. The clarion call for chipmakers is to design ever smaller electronic circuits with higher processing power for devices with shrinking form factors. More computing muscle is crucial to advances in smart manufacturing, medtech, quantum computing, artificial intelligence (AI), 5G and the IoT – all technologies that generate and consume staggering amounts of data.Yet no obstacle to industry growth stands as tall as the brick wall of the talent shortage. A highly skilled workforce is essential to invention. As an industry, we’ll only be equal to the world’s greatest challenges by recruiting, training and retaining the best and brightest.At this critical juncture in what is the world’s most strategic industry, the public and private sectors must work collaboratively to leverage their collective strength to produce the talent required to power technology development today and well into the future.In 2020 SEMI will mark 50 years of facilitating collaborations to mint new technologies and markets. We are uniquely positioned, with our members, to lead what history may one day record as our most important effort to date, a push that could impact the world for decades to come. The industry needs a lasting solution to expand and sustain its talent pipeline. SEMI is taking decisive action with SEMI Works. Mike Russo is vice president of Global Industry Advocacy at SEMI.