Principal Agentic Engineer (Back-end)
Team: Technology
Location: Toronto, Canada
Commitment: Full-Time Permanent
Workplace Type: remote
Salary:
With the agility to move fast and the experience to deliver with precision, Apply Digital works with clients like Arc'teryx, Lululemon, and Kraft Heinz.
For more information, visit applydigital.com
RESPONSIBILITIES
- Lead the design and development of scalable, secure, and high-performance backend systems using Python and modern cloud-native patterns.
- Apply spec-driven development practices to ensure clarity, quality, and predictable delivery.
- Organizing, distributing and translating backlog requirements from Product, UX and other disciplines, into detailed spec driven requirements for Agents to implement.
- Coordinate teams of coding agents to deliver engineering requirements.
- Design and implement RESTful APIs to support frontend, mobile, and third-party integrations.
- Architect and deliver AI-powered backend solutions, including: Vector stores and Retrieval-Augmented Generation (RAG) pipelines, integration with LLMs (e.g., Gemini, Claude, GPT-4/5), and use of AI coding agents and developer copilots to improve delivery velocity.
- Develop and maintain systems using Google Cloud Platform (GCP), with hands-on experience in, Vertex AI, Google Gen AI APIs.
- Leverage Agent Development Kits (ADKs) (e.g., Google ADK) to design and implement intelligent agent-based systems.
- Ensure systems are observable, reliable, and debuggable in production environments.
- Collaborate with engineers to design well-architected, maintainable solutions aligned with business goals.
- Mentor and guide engineers, fostering technical excellence and continuous learning.
- Partner with Project Managers and cross-functional teams to manage delivery risks and timelines.
- Communicate complex technical concepts clearly to both technical and non-technical stakeholders, including clients.
REQUIREMENTS
- Strong experience with Python 3 for backend development.
- Experience designing and consuming RESTful APIs.
- Proven experience with spec-driven development.
- Hands-on experience using AI coding agents (e.g., Copilot, Claude Code).
- Strong prompt engineering skills.
- Experience working with LLMs (e.g., Gemini 3, Claude Opus, GPT-4.x/5.x).
- Experience implementing vector stores and RAG architectures.
- Experience with Agent Development Kits (e.g., Google ADK).
- Strong experience with Google Cloud Platform (GCP).
- Hands-on experience with Vertex AI and Google Gen AI APIs.
- Experience with relational and non-relational databases.
- Experience with Git and CI/CD pipelines.
- Strong system design fundamentals, including queues, caching strategies, database schema design, and API design. You know how to build systems that survive and scale in production.
- Experience designing AI agents, agent task planning, and reasoning patterns.
- Agent observability and debugging experience.
- Ability to clearly articulate goals, constraints, and context for agentic systems; reason through edge cases and failure modes; and iteratively refine agent behavior based on observed outcomes.
- Comfort understanding and integrating across the full stack; experience with TypeScript and modern JavaScript is highly beneficial.
- Excellent English communication skills (written and verbal), with the ability to explain complex technical concepts to both technical and non-technical audiences.
- Excellent command of the English language to guide coding agents to complete required coding tasks.
- Experience working effectively with fully remote, distributed teams.
- Experience working in a consultancy, agency, or professional services firm.
- Ability to thrive in a flexible, fast-paced delivery environment.
NICE TO HAVES
- Experience with BMAD Method or similar spec driven development frameworks.
- Familiarity with layered and distributed architectures.
- Experience with Terraform.
- Experience with additional backend languages.
- Experience with gRPC or other communication patterns.
- Experience with eCommerce platforms or complex integrations.
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