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Applied AI Manager – Data Science & AI Team
About Cardo AI
At Cardo AI, we've been on a mission since 2018 to make Private Credit and Asset-Based Finance (ABF) markets more accessible and efficient. Today, with over $40 billion in assets under technology, our platform empowers banks, trustees, and investors to accelerate growth through:
- Smarter strategies
- Faster transactions
- Optimized investment portfolios
Driven by the bold vision to help grow the ABF market beyond $40 trillion, we're building a future defined by speed, confidence, and innovation.
By combining automated workflows, comprehensive data, and AI-driven insights, we transform complexity into opportunity, enabling our clients to unlock growth and stay ahead. Learn more about our products, services, and mission.
The Role
The Data Science & AI team is growing, and we are looking for an Applied AI Manager to lead our application of AI across the platform and business.
This is not a research role—we need someone who ships.
Key Responsibilities
- Lead the design and delivery of complex ML and GenAI systems—robust, scalable, and built for production
- Guide the team across the full AI lifecycle, from:
- Experimentation and evaluation
- Deployment and monitoring
- With a strong emphasis on reproducibility and reliability
- Drive architectural decisions for data-intensive, AI-driven applications, balancing:
- Cutting-edge approaches
- Production readiness
- Apply NLP and GenAI to extract structure from unstructured financial documents, including:
- Credit agreements
- Indentures
- Servicer reports
- Build and deploy models operating on structured finance data, where a logic error has real financial consequences
- Mentor and grow engineers across levels, fostering:
- High-performing teams
- A strong engineering culture
- Collaborate cross-functionally with:
- Product
- Data
- Business teams
- To shape roadmaps and deliver real impact
- Champion AI adoption across the organization and influence company-wide technology strategy
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What You Bring
Essential Experience
- Proven experience leading engineering teams in a fast-paced, high-growth environment
- Solid understanding of structured finance, including:
- Loan tapes
- Cash flow waterfalls
- ABS/CLO structures
- Priority of payments
- Strong software engineering skills (Python preferred), combined with:
- Deep knowledge of AI/ML frameworks
- GenAI tooling
- Modern data infrastructure
- Hands-on experience building and deploying ML/GenAI systems in production in:
- Finance
- Legal
- Other high-complexity, data-heavy domains
- Ability to lead architectural discussions and technical trade-offs without losing sight of details
- Familiarity with:
- Cloud infrastructure (AWS preferred)
- Modern MLOps practices
- Commitment to people development, including:
- Mentoring
- Performance conversations
- Building high-performing teams
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Bonus Experience (Desired but Not Mandatory)
- Experience with:
- NLP on financial contracts
- RAG or LLM-based applications on structured data
- Large-scale loan data pipelines
- Knowledge of containerization tooling:
- Docker
- Kubernetes
- Terraform
Compensation & Benefits
- Competitive salary with performance-based bonus
- Stock option plan
- Regular team events and annual retraets
- Referral bonus program
- Opportunities for career growth within a fast-scaling fintech innovator
- Collaborative, innovative, and entrepreneurial culture, valuing:
- Creativity
- Initiative
- Impact
Join Cardo AI—let boldness and creativity reign. Together, we'll shape the future of fintech!
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