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Software Engineer (Full Stack + AI/LLM Integrations)
Sonata Design / Orchestrator AI —Calgary, AB
- $45,000–$60,000 a year
- Full-time
- Java
- Databases
- JavaScript
- Store discount
- Dental care
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4h

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Software Engineer (Full Stack + AI/LLM Integrations)
Sonata Design / Orchestrator AI —Calgary, AB
Use *Postman* extensively for API development and testing (collections, environments, auth flows, automated test scripts). Job Types: Full-time, Part-time.
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Software Engineer (Full Stack + AI/LLM Integrations)

Sonata Design / Orchestrator AI
Calgary, AB

Quick apply

Job details

Full-time
4 hours ago

Benefits

Casual dress
Store discount
Extended health care
Dental care
Paid time off
Company events
On-site parking

Skills

Jira
CI/CD
Authentication
Data modeling
Node.js
Law
React
Full-stack development
Load balancing
Selenium
Google Cloud Platform
MongoDB
Java
Databases
SSL
JavaScript
PostgreSQL
Terraform
REST
GitHub
APIs
Agile
TypeScript
GitLab
Python
Debugging

Full job description

About the role

We’re looking for a Full Stack Software Engineer who can build and ship modern web applications end-to-end—front end, backend APIs, databases, deployments—and who also understands how to design systems that scale. You’ll be building production-ready services on Google Cloud Platform (GCP), integrating third-party APIs, and developing AI-enabled capabilities (LLMs/agents and computer vision) that deliver real value.

What you’ll do

Build user-facing features using Next.js or modern JavaScript frameworks (React preferred).
Design and implement backend services and RESTful APIs using Node.js, following REST best practices (versioning, pagination, auth, error handling, observability).
Apply best practices for building scalable full stack applications, including:
clean architecture and modular codebases
performance optimization (frontend + backend)
caching and efficient data access patterns
reliability practices (timeouts, retries, idempotency)
monitoring, logging, and alerting
Own database design: data modeling, schema design, indexing, query performance, and migrations.
Work with ORMs (especially Prisma) and databases like PostgreSQL and MongoDB.
Deploy and operate services on Google Cloud Platform (GCP) with a focus on reliability, scalability, and cost awareness, including:
Cloud Run deployments
Google Cloud Load Balancing (traffic routing, SSL/TLS, scaling considerations)
API Gateway (secure exposure of services, routing, policies, auth)
Collaborate on AI-driven features using Vertex AI and related tooling.
Build workflows and integrations using n8n (automation, event-driven flows, webhooks, scheduling, retries).
Read API documentation, integrate third-party services, and troubleshoot integration issues end-to-end.
Use Postman extensively for API development and testing (collections, environments, auth flows, automated test scripts).
Contribute to AI/ML functionality including:
practical understanding of LLMs and agent-based systems (tool use, function calling, RAG, evaluation)
experience with computer vision workflows (data prep, inference pipelines, model integration)
exposure to fine-tuning/training workflows (or partnering closely with ML engineers to productionize them)
Write and maintain automated tests, with emphasis on end-to-end testing and quality gates in CI/CD.
Work in an Agile environment using tools like Jira or Asana (planning, estimation, sprint execution, documentation).

Required qualifications

Strong hands-on experience in full stack development:
Frontend: Next.js and/or React (or similar modern JS framework)
Backend: Node.js with API design and implementation experience
Demonstrated ability to design and build scalable full stack applications (performance, reliability, maintainability).
Solid understanding of REST APIs, security fundamentals, and integration patterns.
Strong experience with Postman for API testing and development.
Database expertise: schema design + hands-on work with PostgreSQL and/or MongoDB.
Experience with Prisma (or similar ORM) and data modeling best practices.
Experience deploying and operating production services on GCP, including:
Cloud Run
Google Cloud Load Balancer
API Gateway
Working knowledge of Vertex AI (or comparable ML platform) and how AI capabilities are integrated into applications.
Working knowledge of n8n and building reliable automation workflows.
Ability to read and implement against external API docs, integrate multiple services, and debug failures.
Strong programming skills in Java, JavaScript, and Python (must-have).
Familiarity with Agile delivery and tools such as Jira/Asana.
Strong testing mindset: unit/integration testing plus E2E testing (e.g., Playwright/Cypress/Selenium).

Nice to have

Experience with authentication/authorization (OAuth2, JWT), rate-limiting, and API gateways.
Observability experience (structured logging, tracing, metrics; OpenTelemetry, Cloud Logging, etc.).
Experience with LLM evaluation, prompt/version management, RAG pipelines, vector databases, and safety/guardrails.
CI/CD experience (GitHub Actions, GitLab CI, Cloud Build) and infrastructure-as-code (Terraform).
Performance tuning across frontend, backend, and database layers.

Tech stack (example)

Frontend: Next.js, React, TypeScript
Backend: Node.js (Express/Fastify/NestJS), REST APIs
DB: PostgreSQL, MongoDB, Prisma
Cloud: Google Cloud (Cloud Run, Load Balancer, API Gateway, Vertex AI)
Automation: n8n
Testing: Postman + Playwright/Cypress + integration tests
Process: Agile, Jira/Asana

Job Types: Full-time, Part-time

Benefits:

Casual dress
Company events
Dental care
On-site parking
Paid time off
Store discount

Work Location: In person

Benefits:

Casual dress
Company events
Dental care
Extended health care
On-site parking
Paid time off
Store discount
Vision care

Work Location: In person

Pay: $45,000.00-$60,000.00 per year

Benefits:

On-site parking

Work Location: In person

Quick apply

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