CapIntel
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Context Engineer
CapIntel is a software platform built for wealth management enterprises to help financial advisors explain complex investment strategies to their clients. Advisors at some of the biggest banks across North America are winning trust by using CapIntel to easily compare investments and create compelling, educational presentations. Ultimately, we're focused on investors getting better service, understanding their investments, and feeling at ease knowing their future is secure.
Since launching in 2019, CapIntel has seen rapid adoption and industry recognition, earning top placements in Deloitte’s Technology Fast 50 Canada and Fast 500 North America in 2025, ranking us among the fastest-growing technology companies. To support this momentum, we’re growing our team rapidly—investing in people who drive innovation at scale to expand our impact across the North American wealth management industry.
About the Role
As a Context Engineer at CapIntel, you'll sit at the intersection of AI infrastructure and engineering. You will be responsible for how large language models are integrated into our core platform and how our engineering team adopts agentic workflows. This is a hands-on, production-focused role, not a research one. You'll build the systems that make our AI features reliable, accurate, and scalable for the wealth management enterprises that depend on us.
You'll be embedded in development teams working closely with engineers, product managers, and domain experts across the organization to design and deliver LLM-powered capabilities that directly enhance the advisor and client experience. As one of the first practitioners in this discipline at CapIntel, you'll also help define what context engineering looks like here: setting patterns and practices the broader team can build on.
This role is ideal for someone who thinks in systems, cares about production reliability over demo-day performance, and is energized by working in a discipline that is evolving quickly.
What You'll Do
- Design and implement LLM-powered features into our core application via model APIs (e.g. Anthropic, OpenAI, Cohere), with a focus on reliability and production-readiness
- Architect and maintain retrieval-augmented generation (RAG) pipelines, connecting language models to internal knowledge bases, databases, and live data sources
- Manage context window strategy, determining what information enters the model, when, in what format, and at what level of compression to optimise for accuracy, cost, and latency
- Design and implement agentic workflows enabling the platform to handle multi-step, autonomous tasks
- Build guardrail and output validation layers that constrain model behaviour and ensure AI features act within well-defined, compliant boundaries
- Develop reusable agent primitives, prompt templates, and workflow components that other engineers can build on independently
- Build evaluation frameworks to measure context effectiveness, output quality, and agent reliability in production
- Monitor deployed AI systems for failure patterns and implement mitigation strategies, feeding learnings back into continuous improvement cycles
- Collaborate with Product, Product Engineering, Implementation, and Data teams to translate business requirements, and proof of concepts into production AI system specifications
- Act as an internal practitioner and resource helping upskill the broader engineering team on context engineering principles and agentic best practices
What We're Looking For
- 5+ years of professional software engineering experience, with at least 1–2 years working with LLMs in a production context
- Strong experience with Python or Node and building API-integrated backend services
- Hands-on experience with an orchestration or execution framework
- Working knowledge of RAG architecture, vector databases (e.g. Pinecone, pgVector, AWS OpenSearch), and semantic search
- Familiarity with context management techniques: summarisation, chunking, session splitting, and memory strategies
- Experience building or consuming REST APIs and integrating with third-party services
- Comfortable collaborating with cross-functional teams in a fast-paced, high-growth environment
- Strong problem-solving instincts and a willingness to learn and adapt as the field evolves
Nice to Have
- Experience with the Model Context Protocol (MCP) or similar tool-integration standards
- Familiarity with LLMOps practices: tracing, observability (e.g. LangSmith, Datadog), and model versioning
- Exposure to multi-agent architectures and orchestration patterns
- Knowledge of AI output validation, context safety, and governance considerations particularly relevant in regulated industries like financial services
- Familiarity with AWS or cloud-based infrastructure and containerised deployments (Docker, Kubernetes)
- Ability to communicate technical concepts clearly to both technical and non-technical partners
At CapIntel, we design compensation with intention. Each role is assessed against the impact, skills, and experience it requires, and we align our pay to competitive market data so candidates know what to expect from the start.
Your final offer will reflect your experience, skillset, and location. The listed range is a guideline, and the range for this role may be modified.
Compensation at CapIntel goes beyond base pay. Depending on the role, total rewards may include variable pay, equity, comprehensive benefits, flexible time off, and dedicated opportunities for growth and development.
If you’d like to understand more about our approach, we’re happy to walk through it during the hiring process.
Not sure you meet every requirement?
We care most about mindset: your drive, curiosity and commitment to delivering great work. While experience matters, we know that careers aren’t always linear. If this role excites you and you believe you can make an impact with us, we want to hear from you.
Why you'll enjoy working here
Learn more about life at CapIntel on our Careers page, including the virtues that inspire how we work and the perks and benefits designed to support your growth and well-being. We’re a team built on trust, respect, and collaboration. This powers everything we do and creates a space to challenge and elevate each other as we work towards our shared vision. If this speaks to you, we’d be excited to have you with us.
Ready to apply?
Apply to CapIntel
CapIntel is a software platform built for wealth management enterprises to help financial advisors explain complex investment strategies to their clients. Advisors at some of the biggest banks across North America are winning trust by using CapIntel to easily compare investments and create compelling, educational presentations. Ultimately, we're focused on investors getting better service, understanding their investments, and feeling at ease knowing their future is secure.
Since launching in 2019, CapIntel has seen rapid adoption and industry recognition, earning top placements in Deloitte’s Technology Fast 50 Canada and Fast 500 North America in 2025, ranking us among the fastest-growing technology companies. To support this momentum, we’re growing our team rapidly—investing in people who drive innovation at scale to expand our impact across the North American wealth management industry.
About the Role
As a Software Developer at CapIntel, you’ll contribute to building backend solutions that support client onboarding and integrations. You’ll work hands-on implementing backend services, supporting client requirements, and helping ensure our platform scales alongside growing client demand. In this role, you’ll collaborate closely with internal partners across Implementation, Data, and Product, and occasionally work with client technical teams to support integrations and resolve technical challenges. You’ll contribute to delivering reliable, high-quality solutions while continuing to grow your technical skills in a collaborative environment.
This role is ideal for someone who enjoys solving practical engineering problems, working across teams, and building software that directly impacts client success.
What You’ll Do
- Build and maintain backend services and integrations that support client onboarding
- Implement client-specific backend solutions with a focus on reliability and maintainability
- Support integrations with client systems and assist in resolving technical issues
- Collaborate with Product, Implementation, and Data teams to deliver projects end-to-end
- Contribute to improving internal tooling, integration patterns, and team processes
- Participate in code reviews and collaborate with teammates to maintain high code quality
- Debug, troubleshoot, and resolve issues across backend services and integrations
What We're Looking For
- 4+ years of professional experience in backend or full-stack software development
- Strong experience with TypeScript / JavaScript
- Experience working with MongoDB or similar databases
- Experience building or consuming APIs and backend services
- Exposure to client integrations, external APIs, or onboarding-focused development work
- Comfortable collaborating with cross-functional teams in a fast-paced environment
- Strong problem-solving skills and a willingness to learn and adapt
Nice-to-Have Experience
- Familiarity with AWS or cloud-based infrastructure
- Experience with CI/CD pipelines and automated testing
- Experience working with external APIs or third-party integrations
- Ability to communicate technical concepts clearly to both technical and non-technical partners
Not sure you meet every requirement?
We care most about mindset: your drive, curiosity and commitment to delivering great work. While experience matters, we know that careers aren’t always linear. If this role excites you and you believe you can make an impact with us, we want to hear from you.
Why you'll enjoy working here
Learn more about life at CapIntel on our Careers page, including the virtues that inspire how we work and the perks and benefits designed to support your growth and well-being. We’re a team built on trust, respect, and collaboration. This powers everything we do and creates a space to challenge and elevate each other as we work towards our shared vision. If this speaks to you, we’d be excited to have you with us.
Ready to apply?
Apply to CapIntel
CapIntel is a software platform built for wealth management enterprises to help financial advisors explain complex investment strategies to their clients. Advisors at some of the biggest banks across North America are winning trust by using CapIntel to easily compare investments and create compelling, educational presentations. Ultimately, we're focused on investors getting better service, understanding their investments, and feeling at ease knowing their future is secure.
Since launching in 2019, CapIntel has seen rapid adoption and industry recognition, earning top placements in Deloitte’s Technology Fast 50 Canada and Fast 500 North America in 2025, ranking us among the fastest-growing technology companies. To support this momentum, we’re growing our team rapidly—investing in people who drive innovation at scale to expand our impact across the North American wealth management industry.
About The Role
As a Product Engineer, you will be joining our lean and high-velocity AI prototyping pod within CapIntel. You'll build product experiences that our customers and users love. Reporting directly to the VP of Product, you’ll adopt and apply the latest techniques in artificial intelligence to turn CapIntel into a true vertical AI-enabled SaaS play.
This role works cross-functionally across design, product, and engineering to rapidly prototype and ship magical experiences, You'll work with people who are not only technically excellent but who care deeply about delivering something outstanding – contributing to and leading a culture that moves with urgency.
What You’ll Do
- Design, prototype & launch AI-powered products that solve real user problems - from early concepts to scaled features
- Work directly with customers to understand their needs, validate ideas quickly, and iterate based on real feedback
- Collaborate with product, design, and engineering teams to take features from idea to production at startup speed, embedding with core engineering teams as validated features get shipped to prod
- Navigate ambiguity to define what to build when the path forward isn't clear
- Stay on top of research and identify opportunities to ship magic to users
- Keep systems fast and reliable under real-world usage
What We're Looking For
- 2-3+ years in full-stack development building products that people love, with demonstrated experience taking ideas from zero to one
- Track record of shipping quickly while maintaining quality - you know when to move fast and when to be thorough
- Thrive in ambiguous, fast-changing environments where requirements shift and customer feedback drives decisions
- Strong sense of product taste paired with deep customer empathy
- Outstanding communication skills; capable of articulating complex technical concepts to a diverse audience
Preferred Qualifications
- Excited about all things AI
- Strong ML/LLM knowledge
- Experience with evals
- History of direct customer engagement and interactions
- Experience in SaaS & complex workflow products
At CapIntel, we design compensation with intention. Each role is assessed against the impact, skills, and experience it requires, and we align our pay to competitive market data so candidates know what to expect from the start.
Your final offer will reflect your experience, skillset, and location. The listed range is a guideline, and the range for this role may be modified.
Compensation at CapIntel goes beyond base pay. Depending on the role, total rewards may include variable pay, equity, comprehensive benefits, flexible time off, and dedicated opportunities for growth and development.
If you’d like to understand more about our approach, we’re happy to walk through it during the hiring process.
Not sure you meet every requirement?
We care most about mindset: your drive, curiosity and commitment to delivering great work. While experience matters, we know that careers aren’t always linear. If this role excites you and you believe you can make an impact with us, we want to hear from you.
Why you'll enjoy working here
Learn more about life at CapIntel on our Careers page, including the virtues that inspire how we work and the perks and benefits designed to support your growth and well-being. We’re a team built on trust, respect, and collaboration. This powers everything we do and creates a space to challenge and elevate each other as we work towards our shared vision. If this speaks to you, we’d be excited to have you with us.
Ready to apply?
Apply to CapIntel