Business Unit: At GAIN IQ, we turn intelligence into action, building AI products that help marketing and growth teams see what matters, test what works, and scale performance that lasts.
Team: Engineering
Reportingto: VP of Engineering
Location: Toronto (remote) /Vancouver (hybrid)
ABOUT GAIN is a creative-led, insight-driven company that blends data,techand creativity. We believe the best ideasemergewhere intelligence and creativity unite, where insight sparks imagination, and where innovation turns possibility into progress.
We are explorers of new frontiers, shaping bold strategies that move people, brands, and businesses forward. Individually and together, our specialist teams provide the vision, data, and confidence brands andorganisationsneed to make braver, more impactful decisions.
Today as GAIN, we work as a united force, using data to fuel creativity, and technology to unlock new possibilities. Asimagineerswedon’tjust embrace innovation – we engineer it, transforming information into action, and ideas into breakthroughs.
This is where rebel thinking, smart technology, and data-driven creativity shape the future. Through our five specialist teams:Creative Studio, Conversion,CustomerScience, Experienceand Performance. Individually, and together, we work to fuel your growth and deliver measurable impact.
THE ROLE Most "AI companies" bolt LLMs onto existing products.We'rebuilding from first principles — an intelligent platform where LLMs, vector databases, and human creativity intersect. An ecosystem of orchestrated agents that reason across structured, unstructured, and relational data to produce novel insights and automations thatweren'tpossible before.
Thisisn'ta role where you integrate a ChatGPT widget.You'llbe architecting the systems that make agents think, remember, and act — and doing it with engineers who care deeply about elegance and craft.




RESPONSIBILITIES WhatYou’llBe Building Full-stack features across React, Node/Python, Postgres/Supabase, and AWS (Lambda, ECS, SQS, S3, Dynamo, RDS), N8n, and OpenAI Agents SDK
LLM orchestration pipelines and agentic workflows that distill complexity into intuitive context/action architectures — always keeping the human in the loop
A unified memory layer that blends relational, non-relational, and vector databases seamlessly
AI-accelerated development tooling — spec-to-code pipelines, self-documentation, test scaffolding, and automations that make the team faster
Modular, scalable infrastructure designed for heavy AI workloads and built to last
3–5 years of hands-on software engineering experience, with a meaningfulportionbuilding AI-native systems
Deep comfort with LLMs, agentic AI orchestration, prompt engineering, embeddings, vector databases, and applied ML
Strong full-stack foundation: React, Node.js, Python, Postgres/Supabase, AWS (Lambda, ECS, S3, Dynamo, RDS), N8n, OpenAI Agents SDK
A proventrack recordarchitecting pipelines, agent frameworks, and data orchestration layers that integrate LLMs, embeddings, and automation — systems that reason, adapt, and scale intelligently
A systems thinker who values elegance, modularity, and velocity — and builds with the craftsmanship and curiosity of someone pushing the boundaries of what software can be
How to stand out:Show us whatyou'veshipped. Links to repos, agentic applications in production, infra diagramsyou'reproudof, or hard problems you solved with LLMs, agentic workflows,



or ML pipelines — any of these go a long way.
HOW YOU’LL WORK Rebel Thinking: Wedon’taccept “positive enough”.Rebel Thinking is about curiosity with courage. We make it safe to question assumptions, challenge the obvious, and explore smarter, braver ways forward, even when it feels uncomfortable. This is hownew ideas, better products, and real breakthroughs happen.
Make It Happen: “We turn intent into momentum.” Making it Happen is about turning ambition in to action. We move fast, learn fast, and push through obstacles together. Progress beats perfection, and momentum creates impact.
Swarming Our Expertise: “Individuallysmart. Collectively unstoppable.” Swarming our Expertise means we win together. We commit to developing ourexpertiseso that by combining diverse skills, perspectives, and experiences, we solve harder problems faster and deliver results no single expert could achieve together.
Home office allowance
3 weeks of paid time off to start
Work from anywhere in the world up to 20 business days or 4 weeks per year! We want you to build a life and a career at the same time.
Wellness time, health + dental coverage, health spending account, and wellness spending account so that you can prioritize YOU.
The typical hiring range for this role is $105,000 - $125,000 annually. This range reflects our commitment to our compensation philosophy, internal equity, and comes with a competitive and comprehensive total rewards package. Base pay will bedeterminedbased on role-related skills, knowledge, and experience.
GAIN is an equal opportunities employer and positively encourages applications from suitably qualified and eligible candidates regardless of sex, race, disability, age, sexual orientation, gender reassignment, religion or belief, marital status, or pregnancy and maternity

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📌 AI-Native Full-Stack Engineer (British Columbia)
🏢 GAIN
📍 British Columbia