Careers

Associate - Technology, Manufacturing & Commodities

Taipei — Hybrid  ｜ Full-time

ABOUT THE ROLE

As an Associate on our Technology, Manufacturing, and Commodities Markets team, you will join client engagements spanning operational strategy, market intelligence, and technology-driven transformation across industrial businesses. You will work directly with Engagement Managers, Partners, and the senior leaders of some of the most consequential organizations in the sector. You will take ownership of workstreams, build the analysis that shapes strategic decisions, and participate directly in client-facing settings from early in your tenure.

Your clients will include organizations navigating some of the most consequential operational and strategic decisions in their industries. We will rely on your judgment and integrity to ensure our recommendations are effective and built to last.

We place strong emphasis on goal-oriented thinking. Associates are expected to understand the broader client objective first, then apply that strategic lens to their assigned workstreams. Intellectual curiosity, comfort with quantitative complexity, and genuine interest in how industries actually operate are equally important here. In return, this experience is designed to accelerate your trajectory, equipping you with the judgment and expertise required to evolve into a team manager and a recognized sector leader.

KEY RESPONSIBILITIES

You won’t just support the work. You will drive it.

From day one, you’ll be expected to understand the client’s broader objective before touching a single cell in a model or a slide in a deck.

Analysis & Research

  • Conduct market research, competitive analysis, and value chain mapping across manufacturing, commodity, and technology sectors
  • Analyze commodity price dynamics, supply-demand fundamentals, and macro factors relevant to client strategy
  • Build financial models for scenario planning, operational benchmarking, cost-benefit analysis, and investment evaluation
  • Monitor sector developments, including M&A activity, technology adoption trends, regulatory changes, and geopolitical shifts affecting supply chains

Deliverable Development

  • Prepare client-ready presentations, strategy memos, and reports, translating operational and market data into clear recommendations
  • Support market entry assessments, feasibility studies, and digital transformation roadmaps
  • Develop structured analytical frameworks adapted to the operational complexity of manufacturing and commodity businesses

Client Engagement & Collaboration

  • Participate in client meetings and workshops with professionalism and strong interpersonal presence
  • Communicate analytical progress to Engagement Managers and, where appropriate, to client stakeholders
  • Collaborate effectively with AGMI’s internal team and sector-specific expert networks
  • Proactively identify risks, data gaps, and workstream dependencies. You will raise them before they become problems

QUALIFICATIONS

The kind of person who does this work well.

REQUIRED

  • 2–4 years of experience in management consulting, corporate strategy, investment banking, or a relevant operational or finance role in industrial or technology sectors
  • Bachelor’s degree in Engineering, Economics, Finance, Business, Computer Science, or a related discipline
  • Solid quantitative skills with comfort in financial modeling, market sizing, and data-driven decision frameworks
  • Strong proficiency in Excel and PowerPoint
  • Business-level fluency in both Mandarin Chinese and English, written and spoken

PREFERRED

  • Prior exposure to supply chain strategy, commodity trading, advanced manufacturing, or tech sector advisory
  • Graduate degree or professional qualifications (MBA, CFA, CPA, or engineering postgraduate)
  • Experience with Bloomberg, AlphaSense, Wood Mackenzie, PitchBook, or industry-specific data platforms
  • Familiarity with North America, Asia-Pacific industrial or technology investment ecosystems

WHAT WE OFFER

An environment built for uncommon growth.

01

Apprenticeship-grade mentorship

Work alongside senior advisors who have operated at the highest levels of consulting, technology, and manufacturing. Feedback here is direct, frequent, and designed to accelerate your development.

02

Exposure to cutting-edge industries

Every engagement adds a layer of judgment that carries forward. Whether a commercial strategy for a mass-produced technology product, an investment thesis for an offshore M&A deal, or a partnership evaluation for a global expansion.

03

Global market access

Strategic projects with global market impact. You will engage with leading companies, investors, and institutions across Asia-Pacific and global technology & manufacturing markets.

04

Competitive compensation

A salary and benefits package benchmarked against the consulting and advisory market, commensurate with your experience and contribution.

WORK ARRANGEMENT

This is a remote-first role. You will work in person when the work demands it, joining client meetings, working sessions, and key project milestones at our Taipei office and client sites across the region. We don’t measure presence. We measure impact.

HOW TO APPLY

Ready to apply?

Send your CV/Resume via an e-mail to:

[email protected]

Subject: Application | Associate – Technology, Manufacturing & Commodities (Full-time | Hybrid) – [Your English Name]

Stage 01

CV & Profile Review

Stage 02

Take-home Case Study

Stage 03

Case Presentation

Stage 04

Personal Experience

ABOUT AGMI GROUP

Born at the intersection of science and strategy.

AGMI Group was born from a shared vision among seasoned leaders, many of whom honed their deep domain expertise in the Life Sciences and Technology through PhDs, and their strategic acumen at consultancy firms like McKinsey & Co. We observed that traditional strategic frameworks often needed a modern lens to navigate the intricate execution challenges unique to complex life science environments.

This insight brought our team together with a singular mission: to empower leaders in the life sciences and technology sectors to thrive and lead, transforming their technical and scientific expertise into global impact.

Dexter Yan

Transformation and Operational Excellence
Dexter Yan specializes in Implementation at AGMI, where he co-leads the Firm's global implementation and transformation arms. He partners with senior leadership teams across life sciences and MedTech to diagnose operational inefficiencies and deliver high-impact solutions in strategic implementation, digital transformation, and supply chain optimization. He has over a decade of experience driving measurable improvements in performance, efficiency, and resilience throughout the healthcare value chain.

Prior to AGMI, Dexter was an Implementation Management Consultant at McKinsey & Company, where he conducted in-depth operational analyses for leading life sciences clients: designing and executing optimized drug manufacturing programs that significantly boosted annual throughput; enhancing MedTech supply chain strategies to drive On-Time In-Full performance; and rolling out tiered huddle structures to embed sustainable performance management. Earlier in his career, Dexter led strategic assessments for large biopharmaceutical organizations (identifying millions in potential FTE savings and crafting actionable roadmaps to optimize capacity) and directed enterprise-wide digital transformations, including digital performance management and Electronic Batch Record (EBR) systems, yielding significant efficiency gains, labor-cost savings, and reductions in non-conformances.

Dexter holds an MS in Plastics Engineering from the University of Massachusetts and a B Eng in Polymer Science and Engineering from the South China University of Technology.

Dr. Thong Cao

Transformation and GTM strategy
Thong is an Engagement Manager at AGMI, where he drives life-sciences portfolio strategy, private-equity advisory, and biopharma commercialization, delivering value through M&A, business-building, omnichannel go-to-market initiatives, and large-scale transformations. He partners with senior teams to design and execute high-impact commercialization roadmaps and value-creation programs across novel therapeutic modalities.

Prior to AGMI, Thong led formulation and drug-product development for cell and gene therapies at Sanofi, including autologous CD34+ stem-cell programs for sickle-cell disease. He also managed technical due diligence, IP strategy, and CDMO/CRO partnerships. At Caribou Biosciences, he co-led iPSC-CAR-NK development for solid tumors, established CDMO sourcing partnerships, and defined go-to-market strategies and pipeline business-development plans for next-generation cell therapies. Earlier in his career, Thong supported end-to-end cell and gene-therapy manufacturing operations, optimized pricing frameworks for specialty biologics, and guided CDMO/CRO selection to accelerate scale-up. His cross-functional expertise spans process development, commercialization strategy, and financial modeling to maximize pipeline value.

Thong holds a PhD in Biomedical Engineering from Cornell University and a BS in Biochemistry from the University of California, Davis.

Dr. Changho Yoon

AI deployment strategy
Changho leads the firm's AI and advanced analytics initiatives, applying advanced statistical and machine-learning methods to diverse data modalities to design and implement bespoke AI models, drive real-world evidence generation, and empower clients with AI literacy.

Prior to AGMI, Changho enjoyed a career as a physician-scientist with research in AI & health informatics, most recently at Oxford University Hospitals, Oxford University's Big Data Institute, the Turing Institute for AI (UK), and QuantumBlack (McKinsey & Co.). Through these experiences, he has engineered explainable causal-AI tools for healthcare clients, led the development of smartphone apps for hospital doctors, and secured over $1 million in research grants. Changho consults for biomedical AI start-ups, routinely translating between data scientists, engineers, clinicians, investors, and other stakeholders. He remains an active researcher and invited speaker/teaching faculty in biomedical AI, having co-authored papers in Nature and other top journals; he has been invited to speak and teach about AI methods at flagship institutions, like the World Health Organization and ETH Zürich.

Changho holds a PhD (DPhil) in Biomedical Statistics and Clinical Sciences from the Big Data Institute, University of Oxford; a Master of Biomedical Informatics from Harvard University & MIT; and an MD (MB BChir) and a BA in Natural Sciences from the University of Cambridge.

Dr. Bradley Chen

General Partner, Life Sciences & Healthcare
Dr. Bradley Chen is a General Partner at AGMI, where he advises biotech and healthcare companies on partnering strategy, corporate transformation, and cross-border growth. He works closely with boards, CEOs, and business development leaders to prepare assets and organizations for strategic collaborations and out-licensing, and to drive operational and commercial performance improvement across Taiwan, Japan, and the United States.

Prior to AGMI, Bradley served as VP of Strategy at Appier, a global AI SaaS company, where he led corporate strategy initiatives including partnership portfolio management, new product strategy, pricing optimization, and M&A due diligence and post-merger integration. Earlier, he was Taiwan Country Manager and VP of Asia Strategy at Rakuten Medical, where he established the Taiwan subsidiary and led regional strategy and execution, contributing to Japan’s conditional early approval of a first-in-class photoimmunotherapy for head and neck cancer.

Bradley began his career at McKinsey & Company as an Engagement Manager in the Life Sciences and Healthcare practices, advising global pharma, biotech, and healthcare organizations on corporate strategy and organizational transformation. He currently serves as an Independent Director of listed Taiwanese companies and holds adjunct academic appointments in health policy.

Bradley is a physician by training and holds a Doctor of Science from Harvard University, as well as an MPH from Harvard and an MD from National Taiwan University.

Annie Lin

Private capital
Annie Lin is Chief of Staff at AGMI, where she co-leads the firm's US strategic priorities with deep expertise in business management, corporate finance, value creation, M&A, and healthcare commercialization. In this capacity, she partners with senior leadership to bridge strategy and execution, driving cross-functional initiatives across sales & marketing, data analytics, value-creation programs, and internal transformation efforts. She oversees project governance, shapes organizational frameworks, and ensures cohesive execution of key firmwide and client-facing initiatives.

Prior to joining AGMI, Annie advised US healthcare businesses at a boutique investment bank, where she led deal valuations and due diligence for strategic M&A engagements. Earlier, as a Manager at HSBC, she managed banking relationships for hundreds of corporate clients, including screening high-conversion leads, reporting area deal pipelines that supported over $20 million in annual revenue, and stress-testing credit projections for complex financing arrangements. Throughout her career, Annie has published market insights to guide C-suite decision-making, managed client groups across AI, cloud/edge computing, and robotics/automation, and supported sell-side healthcare M&A through detailed financial modeling and bid analysis. Her thought leadership in digital transformation and process optimization has helped firms streamline operations, improve governance through robust KPI tools, and achieve significant efficiency enhancements and compliance enhancements.

Annie holds an MBA from UCLA Anderson School of Management and a BBA in Finance from National Taiwan University.

Lin-Ga Tsan

Sustainability
Lin-Ga is Co-Founder & General Partner (APAC) at AGMI, driving the firm's work with clients' cross-border expansion and strategic initiatives in the Asia-Pacific. His efforts often focus on guiding clients in U.S. market entry for Asian enterprises and Southeast Asian market development, particularly within advanced manufacturing and infrastructure development (electronics, electric mobility, Cleantech, AI Infrastructure, and renewable energy). His expertise combines corporate strategic planning, industry operations, and investment management, offering comprehensive advisory services to the firm's clients.

Lin-Ga has directly facilitated key cross-border successes, including guiding a prominent Taiwanese publicly traded manufacturer in acquiring U.S. companies (US$10M-100M) to expand its presence in the North American market, and enabling a major conglomerate to successfully establish a joint venture for renewable energy infrastructure (US$1.5B CapEx planned) in Southeast Asia.

Before co-founding AGMI, Lin-Ga's career was marked by impactful roles across leading global institutions. As Head of Business Portfolio & Strategy at Delta Energy Inc. (a subsidiary of Delta Electronics), he was pivotal in architecting US$2B in 10-year top-line growth strategies and forging global partnerships to expand the firm's product portfolio in Asia. As a Senior Strategy Consultant at IBM, he advised clients in manufacturing (high-tech, electronics), infrastructure and mobility (energy, EV, aerospace) industries, covering strategic projects including 5-year new business incubation, R&D roadmaps and product portfolio restructuring, supply chain relocations, and enterprise-grade AI and operation process automation implementation. His financial expertise was honed at J.P. Morgan's Hong Kong office, where he contributed to managing over US$1 billion in assets, delivering capital market solutions to PE/VC fund managers, family offices, and ultra-high-net-worth clients.

Lin-Ga holds dual bachelor's degrees in Energy Engineering and Economics from National Cheng-Kung University (NCKU), Taiwan. During his academic training, he served as a multi-year co-op researcher at the Intelligent Embedded Systems (IES) Lab at the Department of Aerospace & Aeronautics. He developed and deployed shop-floor AI and IoT solutions for OEM/ODM clients in the aerospace and defense sector. Beyond his professional endeavors, Lin-Ga is committed to fostering future cross-disciplinary business leaders in Asia. He co-founded the AAC Talent Hub, a dedicated initiative that has helped 1,000+ young professionals and entrepreneurs achieve their career aspirations.

Guan-Lun Liao

Co-Founder & US Managing Partner
Guan-Lun is a Co-Founder and leads the firm's US operations and initiatives – including startup advisory, new-venture development, and alternative-investment strategies – while acting as a bridge between scientific innovation and business execution.

Prior to co-founding AGMI, Guan-Lun was an operator-turned-investor who worked with venture-capital firms in Silicon Valley, New York, and Europe on AI and FinTech investments. He led due diligence on more than ten financings, backed early-stage startups as an angel investor, and advised over 30 companies on growth and fundraising strategy. He has also scaled venture-backed MedTech and Climate-Tech startups (helping to raise over $10 million in private funding and growing team sizes tenfold) by leading business development and operations. Earlier in his career, Guan-Lun drove product and project management for leading electronics conglomerates, overseeing half a dozen complex launches. He identified manufacturing process improvements, managed cross-functional teams to meet global client timelines, and later co-led engineering teams to bring three products to market, boosting production efficiency by double digits and halving installation failure rates.

Guan-Lun holds an MBA from the University of California, Berkeley's Haas School of Business, an MS in Quantitative Management from Duke University's Fuqua School of Business, and a BSc in Management Science from National Chiao Tung University.

Dr. Jean C. Cruz

Co-Founder & Global Managing Partner
Jean Cruz (JC) is the Global Managing Partner of AGMI, defining and driving the firm's strategic vision, operations, and growth across North America, Latin America, and Asia-Pacific. He is a trusted advisor to boards, CEOs, and private-equity investors in life sciences and healthcare, helping clients unlock differentiated growth, navigate complexity, and lead transformative R&D, clinical-trial acceleration, and M&A initiatives.

Prior to AGMI, JC was a Manager in McKinsey & Company's Life Sciences and Healthcare practices, where he led strategic and operational transformations for Fortune 500 pharma companies, biotech scale-ups, and private-equity funds. His work included designing pioneering R&D roadmaps for cell and gene therapies, optimizing clinical-trial processes, conducting buy- and sell-side due diligence across oncology, neuroscience, and rare-disease portfolios, and integrating data-driven market strategies.

Earlier in his career, JC completed a PhD in Biomedical Engineering (Applied Physics & Neuroscience), where his research produced several US patents, over $5 million in sponsored grants, and publications in Nature. He subsequently undertook postdoctoral fellowships at Massachusetts General Hospital and Harvard Medical School, pioneering neurodegenerative diagnostic and imaging platforms.

Leading up to his PhD at Cornell University, JC earned a BSc in Industrial Biotechnology and Chemical Engineering (Double Major) from Universidad de Puerto Rico.