AI Researcher - Emerging Risk

Job Reference:
2026-5102
Location:
Toronto
Category:
Research
Solution:
Sustainability & Climate
Role Category:
Hybrid

Your Team Responsibilities

The Emerging Risks R&D team is building MSCI's next-generation capability for measuring and classifying portfolio exposure to economy-wide structural themes.

Our team develops AI-native data pipelines and production models that enable investors to quantify company and portfolio exposure to emerging risks like AI disruption, climate change, geopolitical risk, supply chain disruption, and demographic shifts.

You'll build production-level models and pipelines that deliver transparent, financially material signals for portfolio allocation decisions, working closely with AI and Engineering teams to translate research prototypes into scalable, operational systems.

Your Key Responsibilities

  • The Emerging Risks R&D team is building MSCI's next-generation capability for measuring and classifying portfolio exposure to economy-wide structural themes.
  • Our team develops AI-native data pipelines and production models that enable investors to quantify company and portfolio exposure to emerging risks like AI disruption, climate change, geopolitical risk, supply chain disruption, and demographic shifts.
  • You'll build production-level models and pipelines that deliver transparent, financially material signals for portfolio allocation decisions, working closely with AI and Engineering teams to translate research prototypes into scalable, operational systems.

Your skills and experience that will help you excel

  • Bachelor's or Master's degree in Computer Science, Economics, Finance, or another quantitative field with demonstrated AI/ML expertise
  • 1–3 years of hands-on experience applying large language models and NLP techniques to text analysis, document classification, or information extraction
  • Strong Python programming skills with experience in modern AI frameworks (LangChain, LangGraph, LlamaIndex, HuggingFace) and data processing libraries
  • Experience translating ambiguous, qualitative concepts into taxonomies, classification schemas or decision frameworks suitable for systematic model design
  • Demonstrated ability to design prompts and decision rules that operationalize conceptual frameworks in LLM-based pipelines
  • Comfortable working in a fast-paced research environment with evolving priorities and iterative prototyping

Preferred Qualifications

  • Familiarity with vector databases, embedding models, and semantic search architectures
  • Experience with applied AI research methodologies and agentic workflows for information extraction, synthesis and decision support
  • Experience with cloud data platforms (Snowflake, Azure) and production ML deployment
  • Familiarity with knowledge graphs and supply chain network analysis

About MSCI

What we offer you

  • Transparent compensation schemes and comprehensive employee benefits, tailored to your location, ensuring your financial security, health, and overall wellbeing.
  • Flexible working arrangements, advanced technology, and collaborative workspaces.
  • A culture of high performance and innovation where we experiment with new ideas and take responsibility for achieving results.
  • A global network of talented colleagues, who inspire, support, and share their expertise to innovate and deliver for our clients.
  • Global Orientation program to kickstart your journey, followed by access to our Learning@MSCI platform, AI Learning Center , LinkedIn Learning Pro and tailored learning opportunities for ongoing skills development.
  • Multi-directional career paths that offer professional growth and development through new challenges, internal mobility and expanded roles.
  • We actively nurture an environment that builds a sense of inclusion belonging and connection, including eight Employee Resource Groups. All Abilities, Asian Support Network, Black Leadership Network, Climate Action Network, Hola! MSCI, Pride & Allies, Women in Tech, and Women’s Leadership Forum.

At MSCI we are passionate about what we do, and we are inspired by our vision – to power better decisions. You’ll be part of an industry-leading network of creative, curious, and entrepreneurial pioneers. This is a space where you can challenge yourself, set new standards and perform beyond expectations for yourself, our clients, and our industry.

MSCI strengthens global markets by connecting participants across the financial ecosystem with a common language. Our research-based data, analytics and indexes, supported by advanced technology, set standards for global investors and help our clients understand risks and opportunities so they can make better decisions and unlock innovation. We serve asset managers and owners, private-market sponsors and investors, hedge funds, wealth managers, banks, insurers and corporates.

MSCI Inc. is an equal opportunity employer. It is the policy of the firm to ensure equal employment opportunity without discrimination or harassment on the basis of race, color, religion, creed, age, sex, gender, gender identity, sexual orientation, national origin, citizenship, disability, marital and civil partnership/union status, pregnancy (including unlawful discrimination on the basis of a legally protected parental leave), veteran status, or any other characteristic protected by law. MSCI is also committed to working with and providing reasonable accommodations to individuals with disabilities. If you are an individual with a disability and would like to request a reasonable accommodation for any part of the application process, please email Disability.Assistance@msci.com and indicate the specifics of the assistance needed. Please note, this e-mail is intended only for individuals who are requesting a reasonable workplace accommodation; it is not intended for other inquiries.

To all recruitment agencies

MSCI does not accept unsolicited CVs/Resumes. Please do not forward CVs/Resumes to any MSCI employee, location, or website. MSCI is not responsible for any fees related to unsolicited CVs/Resumes.

Note on recruitment scams

We are aware of recruitment scams where fraudsters impersonating MSCI personnel may try and elicit personal information from job seekers. Read our full note on careers.msci.com

Quotes from Cyril Pecoraro, Helen Droz, SK Kim

“Within the Climate Risk Center, our approach is data and technology driven.

Cyril Pecoraro Research
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Cyril Pecoraro – Research

“It’s exciting to combine my interest in data science with my passion for preventing climate change, working at a place where I truly believe I can make an impact.

Helen Droz Research
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Helen Droz – Research

“When we collaborate globally, we’re challenging our own traditional, conventional beliefs.

SK Kim Research
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SK Kim – Research

Benefits

Wherever you are with us, you will find benefits that can help ensure your health, wellbeing and financial security, so you can be at your best both in work and in your personal life. Our Here For You Employee Assistance Program provides financial and legal advice, confidential emotional support and free access to online information, resources and tools. 

MSCI is committed to providing a competitive benefit package to you and, where applicable, your family. This includes:

  • Dental Benefits
  • Health- and Life insurance
  • Health Care Benefits, with a range of Co-Insurances:
    • Hospital care
    • Medical Services & Supplies
    • Professional Services
    • Vision
    • Counselling Services
    • Long-Term Disability

Development opportunities

At MSCI career paths are multi-directional, and we believe that new and challenging experiences drive both professional growth and business success.

Everyone here is responsible for leading their own development and we’re here to support and guide you every step of the way. Whether that means deepening your expertise, moving across teams, or stepping into leadership, you’ll have access to internal mobility, learning and skills development, stretch opportunities and mentoring. 

Discover more about how you can grow your career at MSCI

Toronto

1 First Canadian Place
100 King Street West  Suite 4540
M5B 1B1
Toronto
Canada

Recruitment process

  1. Apply online

    First, click Apply and upload a CV that shows us the skills and passion you could bring to this role, as well as your contact details so we can reach out to you. 

  2. Talk to our recruiter

    If you look like a good match, our recruiters will arrange a chat where we’ll ask about your motivations, experience, and background, and where you can ask us anything you want to know about working at MSCI.

  3. Interview with our team

    If you like what you hear, and we think you have what we need, then it’s time to interview with your future team, either virtually or in the office. These interviews will give you a clear insight into the team and the day-to-day responsibilities of the role. Read our interview top tips.

  4. Make your decision

    If you’re successful, we’ll make you an offer and give you any further information you need to help you make your decision. If the answer is yes, it’s time for some background checks, and then we’ll welcome you on board. Learn more about our onboarding experience.

AI Researcher - Emerging Risk

Job Reference:
2026-5102
Location:
Toronto
Category:
Research
Solution:
Sustainability & Climate
Job Level:
Senior Associate
Job Type:
Full-Time
Role Category:
Hybrid
Apply now

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