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Added 13 mins ago
Communications Manager
The University of British Columbia
Vancouver, BC
$7,158.42 to $10,292.25 CAD / month
Full-time
Note: Applications will be accepted until 11:59 PM on the Posting End Date.
Added 13 mins ago
Technical Recruiter
LMI Technologies
Vancouver, BC
Full-time
Success recruiting for technical roles especially in software and vision engineering in different countries
Added 27 mins ago
Sales Manager
Ottawa Tourism
Ottawa, ON
Full-time
…urban destinations and the tourism authority for key economic development and city-building decisions in Ottawa. Ottawa Tourism's mission is to market and sell Ottawa as a compelling…
Added 1 hour ago
Senior Project and Change Management Lead Clinical - New St. Paul's
Providence Healthcare
Vancouver, BC
Temporary
…must have experience supporting a healthcare redevelopment project and/or possess a clinical background with a strong understanding of daily hospital operations. Strong computer proficiency…
Added 1 hour ago
Manager, Data & Evaluation
Touchstone Institute
Toronto, ON
Contract
Reporting to the Director, Strategic Implementation, the Manager leads the development and execution of data and evaluation strategies for Practice Ready Ontario. This role is responsible…
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Delivery Manager
Croesus
Laval, QC
Full-time
Provide proactive communication regarding project progress, risks, and challenges.
Added 1 hour ago
Software Engineering - Software Engineer - P2
OSI Maritime Systems
Burnaby, BC
…communicating deadlines and technical challenges to the Technical Lead or Manager, producing software estimates, participating in technical work breakdown and scope definition, and…
Added 1 hour ago
Software Engineering - Software Engineer - P3
OSI Maritime Systems
Burnaby, BC
Technical Skills: Experience in C/C++ development under Windows in areas such as 2D/3D graphics, Open GL, TCP/IP, GPS, UDP Multicast, and real-time systems are highly desirable; ability to…
Added 1 hour ago
Estimator (Distribution)
Valard Construction
Hanover, ON
$90,000 to $130,000 CAD / year
Full-time
Develop or assist in the development of general and project specific plans for execution, sequencing, and logistics (including, when required, construction and work procedures for specific…
Added 1 hour ago
Estimator (Distribution)
Valard Construction
Timmins, ON
$90,000 to $130,000 CAD / year
Full-time
Develop or assist in the development of general and project specific plans for execution, sequencing, and logistics (including, when required, construction and work procedures for specific…
Added 1 hour ago
Farsi & Dari speaking BCSIS Settlement Worker
MOSAIC
Vancouver, BC
Full-time
Knowledge: Working knowledge of Program/project development; community development; refugee sponsorship and settlement services; case management; life skills facilitation; trauma-informed…
Added 1 hour ago
Project Controls Lead, Project Management Office, BC Health Workday
Provincial Health Services Authority
BC · British Columbia, Canada
Full-time
Reporting to the Manager, Planning & Project Controls, The Project Controls Lead establishes, maintains, and advances the tools, processes, and reporting frameworks that provide accurate…
Added 1 hour ago
Structural Design Coordinator
Ontario Transit Group - Ontario Line - Southern Civil, Stations & Tunnel
Toronto, ON
Full-time
The project will strengthen Ontario’s economy by supporting an estimated 1,500 jobs at the peak of construction.
Added 1 hour ago
Communications Manager
University of British Columbia
Vancouver, BC · UBCV | Michael Smith Laboratories (MSL)
$7,158.42 to $10,292.25 CAD / month
Full-time
Note: Applications will be accepted until 11:59 PM on the Posting End Date.
Added 1 hour ago
Software Developer Intern (January 2026 12 months)
SOTI
Mississauga, ON
Full-time
As an intern at SOTI you will be involved in the design/development/support of new or existing software applications. These applications range from cloud-based solutions, mobile apps for…
Added 2 hours ago
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Canfor
Cranbrook, BC
The Forestry Superintendent is responsible for coordinating all planning, timber development, permitting and silviculture activities in Cranbrook to meet the fiber needs for Canfor…
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Project Manager, Technology Systems Implementation (SVH)
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St. Vincent’s Heather (SVH) is Providence Health Care’s new long-term care home currently under development at 33rd Avenue and Heather Street in Vancouver. This state-of-the-art facility…
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Project Manager (AI-DLC Program)
Royal Bank of Canada
Toronto, ON
Full-time
We are seeking a Project Manager to lead the delivery of strategic initiatives across our enterprise DevOps ecosystem. This role is responsible for coordinating complex, cross-functional…
Added 2 hours ago
Lead Project Manager - (AI-DLC)
Royal Bank of Canada
Toronto, ON
Full-time
We are seeking a Lead Project Manager to lead the delivery of strategic initiatives across our enterprise DevOps ecosystem. This role is responsible for coordinating complex,…
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Senior Project Manager
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Lead multiple concurrent projects ranging from business process improvements to enterprise software implementations and technology transformation initiatives
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IT Senior Project Manager (SAP/Business Transformation specialization)
Saputo Inc.
Bas-Saint-Laurent, QC
Full-time
Saputo is looking for an IT Senior Project Manager (SAP / Business Transformation specialization) to join our IT PMO team. This is an exciting opportunity to be part of a dynamic global…
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IT Project Manager (Infrastructure / Cybersecurity specialization)
Saputo Inc.
Bas-Saint-Laurent, QC
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You will also coach and support other IT resources assuming Project Lead roles, contribute to the development of PMO Processes, Tools and Methodology.
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The Forestry Superintendent is responsible for coordinating all planning, timber development, permitting and silviculture activities in Cranbrook to meet the fiber needs for Canfor…
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Project Estimator
EBC Inc.
Mississauga, ON
Full-time
We are looking for a Project Estimator to work onsite on one of our important ICI projects in North York!
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ERP Business Analyst
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Husky TechnologiesTM offers a wealth of opportunity for personal growth and development. Most importantly, Husky Technologies TM offers an opportunity to work with – and be challenged by –…

Celestica International LP

AI DevOps Specialist (AI Enablement & Secure DevOps)

Toronto, ON, Canada

Experience: 4+ years of hands-on experience in DevOps, Cloud Engineering, or System Administration, with at least 2 years focused specifically on AI/MLOps platform delivery.
Posting language: English
Posted: Sep 21, 2026

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Original job description

Remote Position: Hybrid Region: Americas Country: Canada State/Province: Ontario City: Toronto

Project Objectives & Role Summary

The AI DevOps Specialist is primarily responsible for the technical deployment, secure enablement, administration, and continuous optimization of Celestica’s global HPS Artificial Intelligence (AI) sandbox, modeling, and software engineering toolchains.

This specialist will bridge the gap between AI development pipelines, secure networking infrastructure, and cloud platform services. They will take a hands-on lead in configuring foundational AI cloud services (primarily Google Cloud Platform - Vertex AI), managing user-facing web interfaces (LibreChat or Gemini Enterprise Agent Platform), implementing agentic workflow architectures (Flowise AI or Gemini Enterprise Agent Platform), ensuring secure, uninterrupted developer access to AI coding assistants (such as Claude Code, Gemini Code Assist, and Claude Sonnet/Opus models), and establishing robust cloud budget governance.

Core Responsibilities & Scope of Work

AI Sandbox Platform Administration & Deployment

Multi-Phase Sandbox Rollout: Own the deployment and lifecycle management of the HPS AI Sandbox environment across cloud and hybrid infrastructures.
Front-End User Interfaces: Deploy, configure, and maintain LibreChat (or similar web-based interfaces) to provide HPS engineers with safe, compliant, and localized access to LLMs.
Agentic Frameworks: Establish and configure Flowise AI or Gemini Enterprise Agent Platform for the design and orchestration of agentic AI workflows and LLM-backed applications.
Model Registry & Endpoints: Administer model deployment, model endpoint configurations, and vector databases within the sandbox environment.

GCP & Vertex AI Model Management

Project Governance: Oversee the HPS-designated GCP AI projects (e.g., gcp-ai-hps), including security permissions, service accounts, and IAM roles.
Model Enablement & Quota Tuning: Coordinate the provisioning and scale-out of advanced foundational models (including Anthropic Claude 3.5/3.6/3.7 suite [Opus, Sonnet, Haiku] and Google Gemini) in Vertex AI. Actively manage, troubleshoot, and resolve API quota restrictions with cloud providers.
Local Code Integration: Ensure developer command-line interfaces and local development terminals (such as Claude Code, VS Code, and GitKraken) seamlessly communicate with cloud model endpoints.

Secure DevOps & Network Integration (Zscaler & Firewall)

Lab Network Troubleshooting: Diagnose and resolve intermittent connection issues between HPS Design Labs (such as the Innovation Lab) and external AI resources or code repositories (e.g., troubleshooting DNS, routing timeouts, and SSL inspection blocks on GitHub).
Traffic Rules & Proxy Controls: Partner with Network Security to define, test, and troubleshoot Zscaler ZTNA app connectors, firewall rules, and proxy exceptions necessary to enable secure outbound AI API traffic while protecting proprietary codebase egress.
CI/CD Integration: Work alongside DevOps administrators to embed automated vulnerability checks, binary scanning, and AI-assisted testing steps in Azure DevOps, Jenkins, and GitHub pipelines.

Cloud Budget Governance & Financial Controls

Cost Allocation & Monitoring: Design and implement rigid budget monitoring, consumption alerts, and cost-attribution controls in GCP to track HPS developer usage.
Usage Auditing: Develop weekly/monthly utilization dashboards to track API token consumption, model call costs, and sandbox compute runtimes.
ROI Optimization: Provide recommendations on token limits, model pruning, caching strategies, and model choice (e.g., optimizing workloads to use Haiku or Flash models where appropriate to conserve budget).

AI Security, IP Protection & Compliance

Data Sovereignty Compliance: Enforce enterprise policies ensuring that no proprietary hardware schematics, PCB layouts, firmware source code, or IP are ingested into public training models.
Evaluation & Testing: Support the isolation of the HPS Innovation Lab to evaluate new open-source models, libraries, and AI security evaluation tools prior to general HPS rollout.

Education & Experience

Bachelor’s degree in Computer Science, Software Engineering, DevOps, Cloud Engineering, or equivalent technical experience.
4+ years of hands-on experience in DevOps, Cloud Engineering, or System Administration, with at least 2 years focused specifically on AI/MLOps platform delivery.

Knowledge/Skills/Competencies

Required Technical Skills

Cloud Platform Expertise (GCP): Advanced experience with Google Cloud Platform (GCP) and specifically Vertex AI / Model Garden, IAM, billing alerts, and VPC setups.
AI Toolchain & LLM Tooling: Proven experience deploying and maintaining containerized LibreChat architectures, Flowise AI (or LangChain/LlamaIndex equivalents), and local/cloud LLM APIs.
Networking & Security Engineering: Solid understanding of enterprise networking protocols (DNS, TCP/IP routing, NAT, SSL/TLS handshake) and secure access controls (Zscaler ZTNA, enterprise Firewalls).
Containerization & Orchestration: Strong proficiency with Docker, docker-compose, and Kubernetes to deploy scalable sandbox services.
Code Assist Integration: Familiarity with the configuration of developer-focused AI integrations like Claude Code, Gemini Code Assist, or MSFT Copilot CLI inside Linux/Mac environments.
Automation & Scripting: Strong scripting abilities in Python (specifically utilizing AI/ML libraries, request handling, and GCP SDKs) and Bash.

Preferred Certifications

Google Cloud Professional DevOps Engineer or Professional Cloud Architect
Google Cloud Professional Machine Learning Engineer
Certified Kubernetes Administrator (CKA)
HashiCorp Certified: Terraform Associate

Working Style & Competencies

Diagnostic Mindset: Exceptionally strong debugging skills for networking, package distribution, and cloud service interconnections.
Proactive Collaboration: Able to work cross-functionally with HPS Hardware Design Teams, Enterprise IT, Corporate Security, and external consulting suppliers (e.g., Elastify).
Detail-Oriented Documentation: High commitment to writing complete, clear Standard Operating Procedures (SOPs), system topologies, and budget management guidelines.

Physical Demands

Salary

The stated range includes Base Salary and target Short-Term Incentive (STI) compensation only. A comprehensive benefits package is offered in addition to this range.

The range described in this posting is an estimate by the Company, and may change based on several factors, including but not limited to a change in the duties covered by the job posting, or the credentials, experience or geographic jurisdiction of the successful candidate.

109,000 - CAD 173,000

Notes

This job description is not intended to be an exhaustive list of all duties and responsibilities of the position. Employees are held accountable for all duties of the job. Job duties and the % of time identified for any function are subject to change at any time.

Celestica is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, pregnancy, genetic information, disability, status as a protected veteran, or any other protected category under applicable federal, state, and local laws. At Celestica we are committed to fostering an inclusive, accessible environment, where all employees and customers feel valued, respected and supported. Special arrangements can be made for candidates who need it throughout the hiring process. Please indicate your needs and we will work with you to meet them.

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More about this job

Responsibilities

The AI DevOps Specialist is responsible for the deployment, secure enablement, and continuous optimization of global AI sandbox environments and software engineering toolchains. They will manage cloud infrastructure, configure agentic AI workflows, and ensure secure developer access to AI coding assistants.

Requirements

Candidates must have a Bachelor's degree in Computer Science, Software Engineering, or a related field. A minimum of 4 years of experience in DevOps or Cloud Engineering is required, with at least 2 years specifically focused on AI/MLOps platform delivery.

Skills

Google Cloud Platform
Vertex AI
DevOps
Docker
Kubernetes
Python
Bash
Zscaler
Networking
Security Engineering
LLM Tooling
Flowise AI
LibreChat
CI/CD
Cloud Governance
API Management

Visa sponsorship

Not detected in the job text

Keywords

AI DevOps
GCP
Vertex AI
LibreChat
Flowise AI
LLM
Docker
Kubernetes
Zscaler
Python
Bash
CI/CD
Azure DevOps
Jenkins
GitHub
Cloud Governance
IAM
MLOps
API Quota
Vector Databases
Claude Code
Gemini Code Assist
Terraform
Network Security
Data Sovereignty
Infrastructure as Code
Cloud Engineering
System Administration
Agentic Workflows
Model Registry

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