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Dysprosium metal

How this is computedA posting is filed under a bottleneck when its title names one of that bottleneck’s terms, or its description names them at least twice (title only for software and business roles); its role family is the first family whose title terms its title names.Method →Code → open roles filed here · Why it binds, and who holds it

A rare earth added to magnets so they keep their strength when hot. Almost entirely Chinese, and export-controlled.

The roles it needs

Judged by Substrata, open to challenge · 2026-09-24 · not reviewed by anyone who hires for it

Materials, chemistry and metallurgy: the official record

What O*NET and ESCO say the work is and needs

O*NET 19-2032.00 · ISCO 2149.9

Materials Scientists

Research and study the structures and chemical properties of various natural and synthetic or composite materials, including metals, alloys, rubber, ceramics, semiconductors, polymers, and glass. Determine ways to strengthen or combine materials or develop new materials with new or specific properties for use in a variety of products and applications. Includes glass scientists, ceramic scientists, metallurgical scientists, and polymer scientists.

Job Zone Four: Considerable Preparation Needed. Most of these occupations require a four-year bachelor's degree, but some do not.

Core tasks

  • Conduct research on the structures and properties of materials, such as metals, alloys, polymers, and ceramics, to obtain information that could be used to develop new products or enhance existing ones.
  • Test metals to determine conformance to specifications of mechanical strength, strength-weight ratio, ductility, magnetic and electrical properties, and resistance to abrasion, corrosion, heat, and cold.
  • Test material samples for tolerance under tension, compression, and shear to determine the cause of metal failures.

Most important knowledge

  • Engineering and Technology
  • Chemistry
  • Physics
  • Mathematics
  • Computers and Electronics

Essential skills in ESCO: materials engineer

  • approve engineering design
  • test chemical samples
  • create solutions to problems
  • adjust engineering designs
  • thermoplastic materials
  • apply health and safety standards
  • assess environmental impact
  • develop material testing procedures
  • forecast organisational risks
  • composite materials
  • material mechanics
  • manufacturing processes
  • perform scientific research
  • analyse production processes for improvement

O*NET 31.0 Database (US Department of Labor, CC BY 4.0) · ESCO API, European Commission

O*NET 17-2131.00 · ISCO 2146.5

Materials Engineers

Evaluate materials and develop machinery and processes to manufacture materials for use in products that must meet specialized design and performance specifications. Develop new uses for known materials. Includes those engineers working with composite materials or specializing in one type of material, such as graphite, metal and metal alloys, ceramics and glass, plastics and polymers, and naturally occurring materials. Includes metallurgists and metallurgical engineers, ceramic engineers, and welding engineers.

Job Zone Four: Considerable Preparation Needed. Most of these occupations require a four-year bachelor's degree, but some do not.

Core tasks

  • Conduct or supervise tests on raw materials or finished products to ensure their quality.
  • Review new product plans, and make recommendations for material selection, based on design objectives such as strength, weight, heat resistance, electrical conductivity, and cost.
  • Evaluate technical specifications and economic factors relating to process or product design objectives.

Most important knowledge

  • Engineering and Technology
  • Mathematics
  • Production and Processing
  • Physics
  • English Language

Essential skills in ESCO: metallurgist

  • types of metal manufacturing processes
  • metal forming technologies
  • precious metal processing
  • non-ferrous metal processing
  • assess suitability of metal types for specific application
  • ferrous metal processing
  • prepare technical reports
  • precious metals
  • work in metal manufacture teams
  • types of metal
  • metal and metal ore products
  • manipulate metal
  • join metals
  • alloys of precious metals

O*NET 31.0 Database (US Department of Labor, CC BY 4.0) · ESCO API, European Commission

O*NET 19-2031.00 · ISCO 2113.1

Chemists

Conduct qualitative and quantitative chemical analyses or experiments in laboratories for quality or process control or to develop new products or knowledge.

Job Zone Four: Considerable Preparation Needed. Most of these occupations require a four-year bachelor's degree, but some do not.

Core tasks

  • Develop, improve, or customize products, equipment, formulas, processes, or analytical methods.
  • Analyze organic or inorganic compounds to determine chemical or physical properties, composition, structure, relationships, or reactions, using chromatography, spectroscopy, or spectrophotometry techniques.
  • Induce changes in composition of substances by introducing heat, light, energy, or chemical catalysts for quantitative or qualitative analysis.

Most important knowledge

  • Chemistry
  • English Language
  • Mathematics
  • Production and Processing
  • Administration and Management

Essential skills in ESCO: chemist

  • write technical reports
  • physics
  • think analytically
  • use chemical analysis equipment
  • apply liquid chromatography
  • analytical chemistry
  • analyse chemical substances
  • document analysis results
  • apply scientific methods
  • apply safety procedures in laboratory
  • test chemical samples
  • use chromatography software
  • develop chemical products
  • prepare chemical samples

O*NET 31.0 Database (US Department of Labor, CC BY 4.0) · ESCO API, European Commission

Process and yield engineering: the official record

What O*NET and ESCO say the work is and needs

O*NET 17-2072.00 · ISCO 2152.1.6

Electronics Engineers, Except Computer

Research, design, develop, or test electronic components and systems for commercial, industrial, military, or scientific use employing knowledge of electronic theory and materials properties. Design electronic circuits and components for use in fields such as telecommunications, aerospace guidance and propulsion control, acoustics, or instruments and controls.

Job Zone Four: Considerable Preparation Needed. Most of these occupations require a four-year bachelor's degree, but some do not.

Core tasks

  • Design electronic components, software, products, or systems for commercial, industrial, medical, military, or scientific applications.
  • Operate computer-assisted engineering or design software or equipment to perform electronics engineering tasks.
  • Evaluate project work to ensure effectiveness, technical adequacy, or compatibility in the resolution of complex electronics engineering problems.

Most important knowledge

  • Engineering and Technology
  • Computers and Electronics
  • Design
  • Mathematics
  • English Language

Essential skills in ESCO: microelectronics engineer

  • environmental legislation
  • mathematics
  • process customer requests based on the REACh Regulation 1907 2006
  • design microelectronics
  • report analysis results
  • test microelectronics
  • electronic equipment standards
  • use technical drawing software
  • develop electronic test procedures
  • design drawings
  • electronic test procedures
  • microelectronics
  • conduct quality control analysis
  • prepare production prototypes

O*NET 31.0 Database (US Department of Labor, CC BY 4.0) · ESCO API, European Commission

O*NET 17-2199.06

Microsystems Engineers

Research, design, develop, or test microelectromechanical systems (MEMS) devices.

Job Zone Five: Extensive Preparation Needed. Most of these occupations require graduate school. For example, they may require a master's degree, and some require a Ph.D., M.D., or J.D. (law degree).

Core tasks

  • Create schematics and physical layouts of integrated microelectromechanical systems (MEMS) components or packaged assemblies consistent with process, functional, or package constraints.
  • Investigate characteristics such as cost, performance, or process capability of potential microelectromechanical systems (MEMS) device designs, using simulation or modeling software.
  • Create or maintain formal engineering documents, such as schematics, bills of materials, components or materials specifications, or packaging requirements.

Most important knowledge

  • Computers and Electronics
  • Engineering and Technology
  • Mathematics
  • Physics
  • Design

O*NET 31.0 Database (US Department of Labor, CC BY 4.0)

O*NET 17-2041.00 · ISCO 2145.1

Chemical Engineers

Design chemical plant equipment and devise processes for manufacturing chemicals and products, such as gasoline, synthetic rubber, plastics, detergents, cement, paper, and pulp, by applying principles and technology of chemistry, physics, and engineering.

Job Zone Four: Considerable Preparation Needed. Most of these occupations require a four-year bachelor's degree, but some do not.

Core tasks

  • Develop safety procedures to be employed by workers operating equipment or working in close proximity to ongoing chemical reactions.
  • Troubleshoot problems with chemical manufacturing processes.
  • Monitor and analyze data from processes and experiments.

Most important knowledge

  • Engineering and Technology
  • Chemistry
  • Mathematics
  • Design
  • Physics

Essential skills in ESCO: chemical engineer

  • perform chemical experiments
  • work with chemicals
  • assess environmental impact
  • approve engineering design
  • adjust engineering designs
  • test chemical samples
  • engineering processes
  • engineering principles
  • analytical chemistry
  • apply health and safety standards
  • perform scientific research
  • chemistry
  • forecast organisational risks

O*NET 31.0 Database (US Department of Labor, CC BY 4.0) · ESCO API, European Commission

Where to train

Public programmes for these role families, each on its official page

College · United States · open to career changers

Semiconductor Technician Quick Start ↗

Maricopa Community Colleges

10 days (4 hours per day), in-person

Accelerated entry-level semiconductor technician training; $306 tuition stipend fully covers Arizona-resident tuition on completion and passing the NIMS certification.

Official page checked 2026-09-24. Listed, not reviewed or endorsed.

Apprenticeship · United States

Technician Apprenticeship Program ↗

TSMC Arizona

Registered apprenticeship, paid hourly: 12-18 months for equipment/process tracks (a 36-48-month track is also listed)

On-the-job training at TSMC AZ plus related technical instruction via Estrella Mountain CC, Rio Salado College and Northern Arizona University; requires 18+ and high school diploma/GED.

Official page checked 2026-09-24. Listed, not reviewed or endorsed.

Apprenticeship · Netherlands

Work-study (BBL & duaal leerwerk) at ASML ↗

ASML

2-3 year mbo (BBL) or 4-year hbo work-study; 4 days work + 1 day school; salary EUR 2,549-2,800, tuition paid

Earn an officially recognised mbo or hbo diploma while working in ASML's Veldhoven cleanrooms, with the prospect of a permanent contract.

Official page checked 2026-09-24. Listed, not reviewed or endorsed.

College · United States

Microelectronics Technology (MT) AAS ↗

Portland Community College

2-year associate degree

Trains semiconductor technicians; page cites graduate starting salaries of $56,000-$65,000 and paid part-time internships with Intel, Lam Research and others.

Official page checked 2026-09-24. Listed, not reviewed or endorsed.

College · United States

Electrical Technology: Semiconductor Manufacturing Technology A.A.S. ↗

Hudson Valley Community College (SUNY)

A.A.S. degree

Prepares students for semiconductor fabrication, MEMS and nanotechnology with classroom and hands-on instruction (Capital Region / GlobalFoundries area).

Official page checked 2026-09-24. Listed, not reviewed or endorsed.

College · United States

Semiconductor Technology Certificate ↗

Hudson Valley Community College (SUNY)

Certificate; suited to students with some college credit in physics, math, electricity and electronics

Specialised training in semiconductor and nanotechnology, electro-mechanical devices, semiconductor manufacturing and nanofabrication for entry-level processor/technician roles.

Official page checked 2026-09-24. Listed, not reviewed or endorsed.

College · United States

Semiconductor careers pathway (Electro-Mechanical Engineering Technology) ↗

Columbus State Community College

Associate degree (Electro-Mechanical Engineering Technology)

Automation and process-control training approved as an education option for semiconductor jobs at Intel's Ohio fab and other chipmakers.

Official page checked 2026-09-24. Listed, not reviewed or endorsed.

College · United States

Semiconductor Cleanroom Certificate ↗

Stark State College

Short-term or one-year certificate, stackable toward an AAS

Electrical/electronic fundamentals with a semiconductor focus for entry-level technician roles, including with Intel.

Official page checked 2026-09-24. Listed, not reviewed or endorsed.

Apprenticeship · Germany

Mikrotechnologe/Mikrotechnologin Schwerpunkt Halbleitertechnik ↗

Deutscher Qualifikationsrahmen (DQR) / German dual system

Dual vocational training (Duale Berufsausbildung, 3-3.5 years); no formal entry requirements beyond compulsory schooling

Official qualification profile for the German microtechnologist apprenticeship specialising in semiconductor technology; contract is with a training company.

Official page checked 2026-09-24. Listed, not reviewed or endorsed.

Industry academy · Belgium

imec.academy ↗

imec

imec's learning institute offering specialised courses on nanoelectronics and advanced semiconductor process technology with hands-on technical training.

Official page checked 2026-09-24. Listed, not reviewed or endorsed.

Online · Online

ECSA E-Learning course list ↗

European Chips Skills Academy (SEMI Europe, EU-funded)

E-learning courses from beginner level; account required

EU-funded catalogue of microelectronics and semiconductor e-learning courses.

Official page checked 2026-09-24. Listed, not reviewed or endorsed.

University · United States

Master's in Microelectronics and Semiconductors (online) ↗

Purdue University

Online master's, 30 credit hours

Part of Purdue's Semiconductor Degrees Program, drawing on materials, ECE, business and polytechnic schools.

Official page checked 2026-09-24. Listed, not reviewed or endorsed.

University · United States

Semiconductor Processing (Graduate Certificate) ↗

Arizona State University

Graduate certificate, 15 credit hours, available online

Courses in semiconductor processing, packaging and characterisation for careers at device makers and equipment manufacturers.

Official page checked 2026-09-24. Listed, not reviewed or endorsed.

University · Taiwan

College of Semiconductor Research (Master's and Ph.D.) ↗

National Tsing Hua University

Master's and Ph.D. admissions

Graduate college in Hsinchu covering semiconductor devices, design, process and materials, with industry partners.

Official page checked 2026-09-24. Listed, not reviewed or endorsed.

Public programme · Taiwan · open to career changers

半導體與AI應用專業人才養成班 (Semiconductor & AI Application Talent Training Class) ↗

Ministry of Labor x National Yang Ming Chiao Tung University

231 training hours; remote or in-person; cohorts with application deadlines through late 2026

Labor-ministry-backed training for employed and unemployed people, with job counselling and employer matching into semiconductor, optoelectronics and data roles.

Official page checked 2026-09-24. Listed, not reviewed or endorsed.

College · South Korea · open to career changers

Semiconductor Convergence Campus (반도체융합캠퍼스) ↗

Korea Polytechnics

2-year degree programmes; state-funded free vocational training courses; Hi-Tech course for college graduates

Departments in semiconductor process equipment, equipment development/software, measurement, test and packaging; runs re-employment courses incl. for middle-aged and women returners.

Official page checked 2026-09-24. Listed, not reviewed or endorsed.

University · EU

EMerald Master in Georesources Engineering ↗

EIT RawMaterials Academy (University of Liège, Luleå University of Technology, University of Lorraine and partners)

EIT-labelled joint master's programme

Geometallurgy and circular-economy engineering to address Europe's raw-materials skills shortage.

Official page checked 2026-09-24. Listed, not reviewed or endorsed.

University · United Kingdom

Materials Science and Engineering MSc ↗

University of Birmingham

1 year full-time, 180 credits; 2:2 or above in engineering/technical subjects

Compulsory modules in advanced metallurgy and manufacturing and non-metallic materials, plus a 60-credit research project.

Official page checked 2026-09-24. Listed, not reviewed or endorsed.

University · United Kingdom

Materials Science and Engineering MSc ↗

University of Sheffield

1 year

Advanced metallurgy, metallurgical processing and functional materials incl. electrical transport and magnetic properties.

Official page checked 2026-09-24. Listed, not reviewed or endorsed.

University · United States

Metallurgical and Materials Engineering (BS, MS, PhD) ↗

Colorado School of Mines

Bachelor's, master's and doctoral programmes

Master's and doctoral specialisations in physical and mechanical metallurgy and physicochemical processing of materials.

Official page checked 2026-09-24. Listed, not reviewed or endorsed.

Apprenticeship · Germany

Werkstoffprüfer/in - Fachrichtung Metalltechnik (Ausbildung) ↗

BIBB (Federal Institute for Vocational Education and Training)

Dual apprenticeship, 42 months

Materials-testing technician for steelworks, foundries and energy companies: metallography, destructive and non-destructive testing, heat treatment.

Official page checked 2026-09-24. Listed, not reviewed or endorsed.

Who holds it, and where they hire