Talent.com
DevOps / Cloud Engineer
DevOps / Cloud EngineerTeckhorizon Inc • Toronto, ON, Canada
No longer accepting applications
DevOps / Cloud Engineer

DevOps / Cloud Engineer

Teckhorizon Inc • Toronto, ON, Canada
9 days ago
Job type
  • Full-time
  • Quick Apply
Job description

We are seeking a Senior DevOps / MLOps / Data Engineer with strong experience in Azure to lead platform engineering, deployment automation, and AI/ML model deployment. This role focuses on building scalable, secure, and cost-efficient cloud solutions while enabling end-to-end ML lifecycle management and data engineering capabilities.

Key Responsibilities

DevOps, Deployment & MLOps (Primary Focus)

  • Design and implement CI/CD pipelines using Azure DevOps, Git, and YAML
  • Manage end-to-end deployments across Dev, QA, and Production environments
  • Lead deployment of AI/ML models into production using automated pipelines
  • Implement model lifecycle management (training, validation, deployment, monitoring)
  • Deploy and manage batch and real-time inference models
  • Automate infrastructure provisioning using ARM, Bicep, or Terraform
  • Manage Azure resources via Portal, CLI, and scripting
  • Oversee Databricks cluster management, scaling, and performance tuning
  • Implement release strategies, versioning, rollback, and environment configuration
  • Build scalable API-based model inference endpoints
  • Integrate Azure AI services (e.g., Azure AI Search, Azure AI Foundry)
  • Monitor system reliability, model performance, and drift

Data Engineering

  • Design and develop data pipelines using Azure Data Factory, Databricks, and ADLS
  • Build and optimize data models in Azure SQL, SQL Server, and Oracle
  • Implement ETL/ELT processes for large-scale data processing
  • Ensure data quality, governance, and performance optimization
  • Support medallion architecture (Bronze, Silver, Gold layers)

Security & Compliance

  • Implement secure cloud architecture using RBAC, Managed Identities, and Key Vault
  • Secure data pipelines and ML endpoints (encryption, private endpoints, network controls)
  • Ensure compliance with data protection and governance standards
  • Manage secrets, credentials, and access policies

Cost Optimization

  • Optimize cloud costs across Databricks, storage, and compute resources
  • Implement cluster right-sizing and auto-scaling strategies
  • Monitor usage and enforce cost governance
  • Recommend cost-performance improvements

API & Integration

  • Design and build scalable REST APIs for data access and model inference
  • Develop API-based integrations with internal and external systems
  • Enable real-time and batch data integrations
  • Implement API security (authentication, throttling, versioning)
  • Support event-driven architectures and messaging systems

Required Qualifications

  • 10+ years of IT experience, including 5+ years in DevOps / MLOps / Data Engineering
  • Strong expertise in:
    • Azure ecosystem (ADF, Databricks, ADLS, Azure SQL)
    • CI/CD pipelines, Git, and YAML
    • Infrastructure as Code (ARM, Bicep, Terraform)
    • SQL and relational databases (Azure SQL, Oracle)
    • REST API development and integration
  • Proven experience in:
    • Deploying AI/ML models into production
    • End-to-end deployment pipelines and release management
    • Cluster management and optimization

Nice to Have

  • Azure AI Search and Azure AI Foundry
  • Event-driven architecture (Event Grid, Service Bus)
  • Streaming platforms (Kafka, Event Hubs)
  • Containerization (Docker, Kubernetes, AKS)
  • Experience with LLMs / Generative AI pipelines
  • Data governance and medallion architecture

Soft Skills

  • Strong problem-solving and troubleshooting skills
  • Ability to collaborate across DevOps, Data, and ML teams
  • Excellent communication and documentation
  • Leadership and mentoring capabilities

Must-Have Requirements

  • 10+ years designing and implementing CI/CD pipelines (Azure DevOps, Git, YAML)
  • 10+ years deploying AI/ML models using automated pipelines
  • 10+ years implementing ML lifecycle management
  • 10+ years building data pipelines using ADF, Databricks, and ADLS
Create a job alert for this search

DevOps / Cloud Engineer • Toronto, ON, Canada

Similar jobs

Cloud Engineer

Randstad Digitaltoronto, on, ca
Full-time

As a Senior Cloud Engineer, you will bridge the gap between high-level cloud architecture and deep backend programming.You will be responsible for designing and maintaining robust services within t...Show more

 • Promoted

Senior DevOps Engineer – Azure Cloud & CI/CD

Ontario Cannabis StoreToronto, ON, CA
Full-time

A leading cannabis retailer in Ontario is seeking a DevOps Engineer to join their innovative team.This role focuses on bridging software development and IT operations by automating and streamlining...Show more

 • Promoted

Cloud DevOps Engineer

RBCToronto, ON, CA
Full-time

We are seeking a motivated Junior DevOps Engineer to join our expanding Infrastructure team.In this role, you will collaborate closely with Infrastructure, Security, and Engineering teams, playing ...Show more

 • Promoted

DevOps Engineer Specializing in Cloud and Kubernetes Deployments

Matrix GlobalToronto, ON, CA
Full-time

Step into a DevOps Engineering role centered on Kubernetes and cloud technologies.Engage with Infrastructure and Security teams to ensure seamless application deployments.In this position, you'll h...Show more

 • Promoted

Hybrid Cloud DevOps Engineer | Kubernetes & IAM

Rubicon PathToronto
Full-time

A leading technology consultancy in Toronto is seeking a DevOps/Cloud Engineer to manage and optimize cloud environments while ensuring compliance with public sector regulations.This role involves ...Show more

 • Promoted

Azure DevOps Engineer — Cloud, SaaS, Hybrid

KEV GroupToronto, ON, CA
Full-time

A technology company focused on K-12 education is hiring a DevOps Engineer to manage application deployments and support their financial software systems.The ideal candidate has 3–5 years of experi...Show more

 • Promoted

Cloud-Focused DevOps Engineer Streamlining Infrastructure and Automation

A.K.A. New Media IncToronto, ON, CA
Full-time

Elevate your career as a DevOps Engineer and optimize cloud infrastructure in a hybrid work setting.Drive AWS management, automate pipelines, and enhance IT operations while collaborating with an i...Show more

 • Promoted

DevOps Engineer - toronto

Tekshaperstoronto, on, ca
Full-time

DevOps, or backend development.Strong expertise with AWS services (VPC, EC2, ECSEKS, Lambda, S3, CloudWatch, IAM, RDS, DynamoDB).Deep hands-on experience with AWS CDK (TypeScript) and cloud infrast...Show more

 • Promoted • New!

Hybrid Cloud & On-Prem DevOps Engineer

Thinkpivot Talent SolutionsToronto, ON, CA
Full-time

A recruitment agency is seeking a skilled DevOps engineer with experience in cloud and on-prem environments.The ideal candidate will have strong skills in Docker containerization, Kubernetes, and C...Show more

 • Promoted • New!

Senior DevOps & Azure Cloud Engineer | Hybrid (Toronto)

Randstad CanadaToronto, ON, CA
Temporary

A leading recruitment agency is seeking a Senior DevOPS/Cloud Engineer based in Toronto, Ontario.This hybrid role requires expertise in Azure Cloud, with a strong focus on deploying multi-platform ...Show more

 • Promoted

Cloud-Focused DevOps Engineer Driving Automation and Scalability

YO IT ConsultingToronto, ON, CA
Full-time

Engage as a Cloud-Focused DevOps Engineer and redefine scalability.Drive the automation of CI/CD pipelines and enhance infrastructure reliability in a dynamic remote setting.In this vital role, you...Show more

 • Promoted

DevOps Engineer (Cloud Operations & Network)

HOOPP (Healthcare of Ontario Pension Plan)Toronto, ON, CA
Full-time

The IT Enterprise Architecture, Network, Cloud and Data Platform Group at HOOPP (Healthcare of Ontario Pension Plan) is committed to delivering meaningful customer value in a dynamic, fast-paced en...Show more

 • Promoted

Remote Cloud-Scale DevOps Engineer — CI/CD, Kubernetes, AWS

Veeva SystemsToronto, ON, CA
Remote
Full-time

A leading technology firm is looking for a DevOps Engineer in Toronto, Canada.The role involves building scalable infrastructure and ensuring product delivery to clients.Candidates should have 3+ y...Show more

 • Promoted

DevOps Cloud Engineer

Nasdaq, Inc.Toronto, ON, CA
Full-time

Design and automate cloud infrastructure provisioning and application deployment on AWS to support business-critical solutions.Build and maintain robust CI/CD pipelines that enable engineering team...Show more

 • Promoted

Cloud DevOps Engineer: Terraform, Kubernetes, CI/CD

PaymentusRichmond Hill, York Region, CA
Full-time

A tech company in York Region is looking for a DevOps Engineer responsible for supporting and monitoring cloud deployments.The successful candidate will collaborate closely with Development and QA ...Show more

 • Promoted

Senior DevOps Engineer - Multicloud (Remote)

LumenaltaToronto, ON, CA
Remote
Full-time

At Lumenalta, we create impactful software solutions that drive innovation and transform businesses.Since 2000, we’ve partnered with visionary leaders to build cutting-edge tech, solve complex chal...Show more

 • Promoted • New!

Cloud Engineer - toronto

Randstad Digitaltoronto, on, ca
Full-time

As a Senior Cloud Engineer, you will bridge the gap between high-level cloud architecture and deep backend programming.You will be responsible for designing and maintaining robust services within t...Show more

 • Promoted

Senior DevOps & Cloud Engineer — Hybrid (Toronto)

Source CodeToronto, ON, CA
Full-time

A technology consulting firm in Toronto is searching for a Sr.DevOPS/Cloud Engineer to work in a hybrid environment, requiring office presence 3 days a week.The candidate must have over 10 years of...Show more