Fitch Group, Inc.

Operations

• Work cross-functionally to collect, measure and execute an OKR/KPI framework across business products and geographies
• Identify, map, redesign operational processes and business practices with an eye towards efficiency, impact and scale for a growing employee base
• Create management deliverables, including decks, townhalls, board materials, metrics dashboards, and process documentation
• Help implement global governance of new people, processes and technology
• Conduct on-going financial, ops and market analysis on competitive landscape to inform business, product and client strategy

M&A and Strategic Ops Analyst

Financial Planning and Analysis

• Analyze the critical credit, legal and structural elements of ABS transaction structures
• Assist in the development of ratings criteria, including writing relevant reports and developing recommendations to bolster analysis
• Deployment and implementation of cashflow models and tools used in the rating process
• Lead and/or support research projects
• Maintain assigned rating relationships

Associate Director, Structured Finance – ABS

• Analyze key credit, legal, and structural aspects of ABS transactions.
• Support rating workflows by assisting in the analysis and monitoring of a portfolio of ABS transactions.
• Utilize cashflow models to help form opinions on future performance.
• Stay up to date on sector trends and communicate your findings effectively within the team and to external stakeholders.
• Contribute to research reports and special projects focused on sector trends.

Senior Analyst, Structured Finance - ABS

Analyst

• Implement default, recovery, and cash flow modelling
• Reviewing transaction legal documents
• On-site review of underwriting and servicing of transaction originators and CLO managers
• Preparing rating proposals for presentation to internal rating committees
• Communicating rating rationale to investors and other market participants through presale reports, presentations, and meetings
• Communicating with transaction arrangers and originators to understand asset characteristics and structural features of the transactions
• Assist in the development of criteria and supporting research

Senior Analyst, Structured Credit

Associate Director, Structured Finance - ABS

Machine Learning Engineer

• Build and deploy production ML systems – Develop generative AI solutions, agentic workflows, and intelligent platforms using Python, PyTorch, modern ML frameworks, and large language models; write high-quality, production-ready code that scales and performs
• Implement AI solutions in collaboration with product teams – Work closely with or as part of product squads to integrate ML capabilities into flagship Fitch products and workflows; share best practices and learnings with cross-functional team members
• Develop scalable ML infrastructure and workflows – Build robust APIs (FastAPI, etc.) for model deployment, implement data pipelines using orchestration platforms (Airflow), leverage cloud services (AWS/Azure) for ML infrastructure, and create software artifacts that integrate diverse data formats into dynamic ML systems
• Support and improve production ML solutions – Help maintain SLAs for AI applications, use metrics to evaluate and guide improvements to existing ML solutions, monitor model performance, and contribute to the reliability and effectiveness of production systems
• Experiment with emerging AI technologies – Explore generative AI frameworks, work with LLMs, implement RAG architectures, experiment with agentic workflows, and help evaluate which emerging technologies deliver real value versus hype
• Collaborate effectively across teams – Communicate ML concepts to diverse stakeholders, work with data scientists to identify innovative solutions, partner with senior engineers to design scalable architectures, and contribute to seamless integration of AI into broader workflows
• Champion quality and best practices – Adhere to software and ML development fundamentals including code quality, automated testing, source version control, optimization, and containerization (Docker, Kubernetes/AWS EKS); learn and apply architectural best practices
• Learn, grow, and contribute to team culture – Actively seek feedback, embrace mentorship, share learnings with the team, experiment boldly, learn from failures, and contribute to a culture of curiosity, innovation, and technical excellence

Machine Learning Engineer – AI Innovation Teams

• Design and build transformative ML systems – Lead the development of advanced generative AI solutions, agentic workflows, RAG architectures, and intelligent platforms using PyTorch, modern ML frameworks, and large language models; write production-quality code that scales and performs
• Drive AI innovation through hands-on technical work – Experiment with frontier models, implement novel ML architectures, evaluate emerging AI technologies, build proofs-of-concept, and translate cutting-edge research into production capabilities that deliver real business value
• Lead projects and drive technical excellence – Take ownership of significant ML initiatives from design through deployment; make architectural decisions, establish coding standards, implement robust CI/CD for ML systems, and ensure solutions are both innovative and reliable
• Mentor and elevate junior engineers – Provide technical guidance, conduct code reviews, share ML best practices, and help junior team members grow their skills; foster a culture of learning, experimentation, and technical excellence
• Build production ML infrastructure – Develop scalable APIs (FastAPI, etc.) for model deployment, implement MLOps pipelines, leverage cloud platforms (AWS/Azure) to optimize AI infrastructure, and use orchestration tools (Airflow) for complex ML workflows
• Champion ML governance and operational excellence – Ensure adherence to AI/ML governance guidelines, monitor model performance and SLAs, optimize systems for reliability and cost-effectiveness, and implement best practices for production ML systems
• Collaborate across teams effectively – Partner with product squads, business stakeholders, and cross-functional teams to integrate ML solutions into flagship products and workflows; translate complex ML concepts for diverse audiences; and ensure seamless transitions from prototype to production
• Stay at the bleeding edge – Continuously explore emerging ML technologies, attend conferences, contribute insights from research, and bring innovative approaches back to the team; help shape our technical strategy through your expertise and experimentation

Senior Machine Learning Engineer – AI Innovation Teams

• Build transformative ML systems from the ground up
• Drive breakthrough AI innovation and experimentation boldly
• Define ML technical vision and architecture for the future
• Lead through innovation, influence, and people management
• Champion ML excellence while moving fast
• Drive ML governance and operational excellence
• Shape team culture and technical direction

Lead Machine Learning Engineer – AI Innovation Teams

• Lead deal teams to analyze critical credit, legal and structural elements of digital infrastructure ABS transaction structures
• Contribute to dynamic rating workflows by leading rating analysis on a portfolio of fiber and tower ABS transactions
• Deploy and implement various credit tools and cashflow models to form analytical views and recommendations
• Stay abreast of sector trends including 5G deployment and fiber-to-the-home expansion
• Assist in the development of ratings criteria for digital infrastructure ABS
• Lead and/or support sector trend research reports and projects

Senior Director, Structured Finance – ABS, Digital Infrastructure

• Lead deal teams to analyze critical credit, legal and structural elements of digital infrastructure ABS transaction structures
• Contribute to dynamic rating workflows by leading rating analysis on a portfolio of fiber and tower ABS transactions and participating externally with investors, issuers and bankers
• Deploy and implement various credit tools and cashflow models to form analytical views and recommendations on fiber network and wireless towers considering all relevant market trends
• Stay abreast of sector trends including 5G deployment, fiber-to-the-home expansion, carrier credit quality, regulatory changes, and competitive dynamics, and communicate views internally and externally
• Assist in the development of ratings criteria for digital infrastructure ABS, including forming recommendations to bolster analysis and make strategic sector decisions
• Lead and/or support sector trend research reports and projects

• Analyze ratings on Collateralized Loan Obligations (CLOs) using proprietary models
• Prepare and present rating conclusions to a credit committee
• Draft rating action commentary reports to communicate rating decisions to market participants
• Contribute to recurring and special research publications

Associate Director, Structured Finance – Structured Credit & CLOs

• Apply credit risk analysing to new transactions by modelling of asset and liability cash-flows in rating scenarios within the scope of Fitch’s rating criteria, ensuring consistency while treating cases on their merits
• Produce fluent, concise commentaries and reports publishing our rating actions and credit rationale
• Review of relevant transaction documents and accompanying legal opinions
• Conduct a qualitative assessment of the operational risks based on calls or on-site reviews at the issuing financial institutions
• Monitor a portfolio of structured finance transactions and covered bonds programmes, including the preparation and presentation of rating committee documentation
• Write and publish comprehensive rating reports and research reports on your sector of expertise
• Participate in committees on covered bonds and structured finance in other jurisdictions
• Maintain effective channels of communication with debt arrangers to handle inbound enquiries, clarify project status and discuss analytical questions/feedback on a timely basis, always striving to be clear and professional

Senior Analyst, Structured Finance – Covered Bonds

Administrative Assistant

• Prepare marketing email campaigns requested by the business team in the region
• Coordinate and support marketing and business teams on virtual and in person events
• Act as liaison with others departments as Finance when required by the business team
• Maintain recurrent business files (i.e. organizational charts, issuance database, others)
• Provide internal and external customer services led by the business team; respond to requests about business materials, review of external sources of information for business intelligence, update information on the customer relationship platforms, others
• Conduct travel reservations and prepare expense reports following internal policies and procedures
• Manage agendas and calendars, scheduling meetings and appointments as needed
• Other administrative support to business as needed

Director

• Perform analysis of key quantitative and qualitative factors influencing the credit quality of companies in the Retail & Consumer sectors;
• Develop and maintain comprehensive financial models;
• Conduct meetings with Retail & Consumer industry management teams;
• Present analysis of companies to internal credit rating committees;
• Involvement in communicating rating rationale to external audiences in meetings, conference calls, press releases and written research reports;
• Write timely and effective research on topical issues;
• Participate in the evaluation of other credits within Corporates;
• Represent Fitch in panel discussions and conferences arranged by industry associations, regulatory bodies etc.;
• Mentor junior members of the Retail & Consumer sector.

M&A and Strategic Ops Analyst

Associate Director, Structured Finance – ABS

Senior Analyst, Structured Finance - ABS

Senior Analyst, Structured Credit

Associate Director, Structured Finance - ABS

Machine Learning Engineer – AI Innovation Teams

Senior Machine Learning Engineer – AI Innovation Teams

Lead Machine Learning Engineer – AI Innovation Teams

M&A and Strategic Ops Analyst

Senior Director, Structured Finance – ABS, Digital Infrastructure

Senior Director, Structured Finance – ABS, Digital Infrastructure

Associate Director, Structured Finance – Structured Credit & CLOs

Senior Analyst, Structured Finance – Covered Bonds

Administrative Assistant

Associate Director, Retail & Consumer