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Added 48 mins ago
V
Python Gen AI Developer
Virtusa
Mississauga, ON
- Full-time
We are seeking a highly skilled and experienced Lead Software Engineer to join our team. In this role, you will lead the design and development of scalable, API-driven solutions leveraging…
Added 48 mins ago
V
Python Gen AI Developer
Virtusa
Mississauga, ON
- Full-time
We are seeking a highly skilled and experienced Lead Software Engineer to join our team. In this role, you will lead the design and development of scalable, API-driven solutions leveraging…
Added 49 mins ago
WI
Lead Electrical Engineer, Mission Critical Buildings
WSP in Canada
AB · Edmonton, AB
- Full-time
Join our Mission Critical & Data Centers team as a Lead Electrical Engineer and help shape the future of digital infrastructure across Alberta and Western Canada. This is an opportunity to…
Added 49 mins ago
WI
Lead Electrical Engineer, Mission Critical Buildings
WSP in Canada
Calgary, AB
- Full-time
Join our Mission Critical & Data Centers team as a Lead Electrical Engineer and help shape the future of digital infrastructure across Alberta and Western Canada. This is an opportunity to…
Added 1 hour ago
E
AI DevOps Specialist (AI Enablement & Secure DevOps)
Experis
Canada
- Contract
● 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…
Added 2 hours ago
W
Software Engineer - C++ / Python / Android / Java L1
Wipro
Ottawa, ON
- Full-time
Python Development: Scripting, automation, test utilities, data processing, and API integration.
Added 2 hours ago
X
Senior Software Engineer
Xsolla
Canada
- Full-time
You're a hands-on mobile engineer with 4+ years of experience, primarily in React Native across iOS and Android, who's ready to step into (or continue in) a tech lead role. You've shipped…
Added 2 hours ago
UC
AI Developer
UniSysTech Consulting
Toronto, ON · Greater Toronto and Hamilton Area, ON
- Other
…is the primary priority for this role. We are looking for an engineer who excels at utilizing modern AI frameworks, LLMs, and intelligent automation to solve complex back-end…
Added 2 hours ago
Q
Verification Engineer (Engineer–Senior Level)
Qualcomm
Toronto, ON
- Full-time
…boundaries of what's possible to enable next-generation experiences and drives communication and data processing transformation to help create a smarter, connected future for all. As a…
Added 2 hours ago
M
Senior CyberArk Security Engineer
Manulife
Toronto, ON · Waterloo, ON
- Full-time
We are looking for an experienced Senior CyberArk Security Engineer to join our global Privileged Access Management (PAM) Engineering team and help strengthen the security, automation,…
Added 2 hours ago
SS
Continuous Improvement Process Engineer
Samuel, Son & Co.
Markham, ON
- Full-time
…trees, cause & effect diagrams, 5 Whys, A3, Design of Experiment and other tools; and to communicate data internally and…
Added 2 hours ago
AE
Campus Graduate Full-Time Engineer - 2027 AI Engineering, Enterprise Technology Services- Toronto, Ontario, CN
American Express
Toronto, ON
- $82,000 to $124,000 USD / year
- Full-time
American Express is seeking innovative and motivated graduates to join Enterprise Technology Services as an AI Engineer I focused on AI Security Research. In this full-time role, you will…
Added 2 hours ago
SF
Senior AI Engineer
Safe Fleet
Coquitlam, BC
- Full-time
We are looking for a hands-on Senior AI Engineer to build the platform that makes that possible - the shared services, agent framework, standards and tooling that allow every engineer on…
Added 2 hours ago
KC
Lead (Chief) Satellite Systems Engineer
Kepler Communications Inc.
Toronto, ON
- Full-time
As a Lead (Chief) Satellite Systems Engineer, you will serve as a primary technical authority for satellite and space-system development programs, ensuring the integrity of system design,…
Added 2 hours ago
C
Infrastructure Engineer/ Tanium Engineer/ Vulnerability Management Engineer
Collabera
Toronto, ON
- $75 to $80 CAD / hour
- Contract
Will work closely with current Tanium Engineer and will follow his instructions.
Added 2 hours ago
MD
Project Engineer
Mechatronic Design Solutions
Ottawa, ON
- Full-time
Mechatronic Design Solutions is hiring a Project Engineer, in Ottawa, ON. You’ll drive the technical execution of our automation projects, from requirements and design coordination through…
Added 2 hours ago
AS
DevOps Engineer – Data Protection Services
Axelon Services Corporation
Montreal, QC
- $55.17 USD / hour
- Other
Perform engineering and operational activities supporting data security services, including service delivery, task automation, DevOps activities, and participation in an on-call rota.
Added 2 hours ago
S
DevOps Engineer
Synechron
Montreal, QC
- $75,000 to $85,000 CAD / year
- Full-time
…de répondre aux besoins de l’entreprise et de garantir une intégration efficace avec son écosystème…
Added 2 hours ago
T
SAP Customer Solution Director
Talan
Montreal, QC
- $170,000 to $220,000 CAD / year
- Full-time
Our value proposition is built on a structured innovation ecosystem: 2,500 Data & AI experts, proprietary solutions built on advanced models, and an applied research, experimental…
Added 2 hours ago
O
Staff FullStack Engineer, Secures AI
Okta
Toronto, ON
- $160,000 to $220,000 CAD / year
- Full-time
Solid understanding of web authentication and authorization fundamentals - how auth flows work, and best practices for securing sensitive user data.
Added 2 hours ago
O
Staff FullStack Engineer, Secures AI
Okta
Waterloo, ON
- $160,000 to $220,000 CAD / year
- Full-time
Solid understanding of web authentication and authorization fundamentals - how auth flows work, and best practices for securing sensitive user data.
Added 2 hours ago
O
Staff FullStack Engineer, Secures AI
Okta
Kitchener, ON
- $160,000 to $220,000 CAD / year
- Full-time
Solid understanding of web authentication and authorization fundamentals - how auth flows work, and best practices for securing sensitive user data.
Added 2 hours ago
ET
Senior AI/ML Engineer
Envision Technology Solutions
Canada
- Contract
The Senior AI/ML Platform Engineer will build, productionize, and operate AI/ML solutions on Azure Databricks platform.
Added 2 hours ago
HN
Mechatronics Engineer | Robotics & Automation
Harvey Nash
Vancouver, BC
- Full-time
The team is scaling quickly and looking for a Mechatronics Engineer who enjoys solving multidisciplinary problems across robotics, automation, hardware, sensors, testing and software.
Added 2 hours ago
T
Technical Lead AI Delivery
TechDoQuest
Brampton, ON
- Contract
…Fusion Cloud Applications, AI architecture, GenAI technologies, and enterprise integration patterns. This individual will work closely with business stakeholders, solution architects,…

Envision Technology Solutions

Senior AI/ML Engineer

Canada

Contract

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Job details

Job type: Contract
Experience: Minimum 10+ years of software, data, ML, or AI engineering experience, including hands-on experience with production ML solutions.
Posting language: English
Posted: Oct 29, 2026

Original job description

Role Overview

The Senior AI/ML Platform Engineer will build, productionize, and operate AI/ML solutions on Azure Databricks platform.
The role will partner closely with Data Scientists and technology teams to move Machine Learning and Generative AI solutions from experimentation into reliable, scalable, and supportable production workloads.
The primary focus is MLOps, model deployment and serving, production engineering, monitoring, and reusable AI/ML platform capabilities.

Key Responsibilities

AI/ML Engineering & Productionisation

Partner with Data Scientists to productionize Machine Learning and Generative AI solutions.
Build batch scoring, real-time inference, feature-engineering, and model-serving pipelines.
Implement model lifecycle management including deployment, versioning, promotion, rollback, and retraining.
Develop APIs and integration patterns that allow models to be consumed by applications and business workflows.
Build the data and feature pipelines specifically required to support model training and inference.

MLOps & Platform Engineering

Build and maintain reusable AI/ML deployment patterns using Azure Databricks, MLflow, Unity Catalog, Databricks Asset Bundles, and CI/CD.
Automate model testing, deployment, and environment promotion across DEV, UAT, and PROD.
Develop reusable templates and components that reduce one-off engineering across AMIG AI/ML initiatives.
Support platform/runtime upgrades and continuously improve deployment and operational practices.

GenAI Engineering

Productionize Generative AI solutions including RAG, semantic retrieval, knowledge-grounded applications, and agentic workflows where required.
Integrate applications with approved enterprise LLM/model-access capabilities.
Implement prompt, retrieval, grounding, and evaluation patterns.
Apply appropriate LLM orchestration frameworks when needed without introducing unnecessary project-specific technology stacks.

Production Operations & Monitoring

Implement monitoring for model performance, drift, data quality, inference services, and production workloads.
Troubleshoot model scoring, data, endpoint, performance, and production issues.
Support retraining, runtime/library upgrades, dependency management, and technical remediation.
Develop runbooks and operational procedures and support the transition of new AI/ML solutions into production support.
Optimize model-serving and Databricks workloads for reliability, performance, and cost.

Required Qualifications

Minimum 10+ years of software, data, ML, or AI engineering experience, including hands-on experience with production ML solutions.
Strong Python and SQL skills.
Strong hands-on experience with Azure Databricks and Apache Spark.
Experience with ML flow, model deployment, model lifecycle management, and CI/CD.
Experience building batch and/or real-time inference pipelines.
Experience with feature engineering and production ML architectures.
Experience with Unity Catalog, Databricks Asset Bundles, Model Serving, and Databricks Apps.
Experience integrating models with enterprise applications.
Experience productionizing GenAI or RAG solutions.
Understanding of production monitoring, troubleshooting, automated testing, and DevOps practices.
Working knowledge of Generative AI, LLMs, RAG, embeddings, semantic/vector retrieval, and prompt engineering.
Ability to work with Data Scientists and translate experimental models into production-ready solutions.

Preferred Qualifications

Familiarity with enterprise LLM/model-access platforms and Azure AI services.
Familiarity with LLM orchestration frameworks such as LangGraph, Semantic Kernel, or equivalent.
Experience with AI/ML observability and model evaluation.
Experience in insurance, financial services, or another regulated industry.

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More about this job

Responsibilities

Productionize and operate machine learning and generative AI solutions on Azure Databricks, including batch and real-time inference, model serving, lifecycle management, and reusable MLOps deployment patterns. Monitor and troubleshoot production workloads, improve reliability and cost efficiency, and support the transition of AI/ML solutions into production operations.

Requirements

Requires 10+ years of software, data, ML, or AI engineering experience, strong Python and SQL skills, and hands-on experience with Azure Databricks, Apache Spark, production ML, MLOps, and CI/CD. Candidates should also have experience productionizing GenAI or RAG solutions, integrating models with enterprise applications, and monitoring and troubleshooting production systems.

Skills

Python
SQL
Azure Databricks
Apache Spark
MLOps
MLflow
Unity Catalog
Databricks Asset Bundles
Model Serving
CI/CD
Feature Engineering
Machine Learning
Generative AI
RAG
Model Monitoring
Azure AI Services

Visa sponsorship

Not detected in the job text

Keywords

Azure Databricks
Apache Spark
Python
SQL
MLOps
MLflow
Unity Catalog
Databricks Asset Bundles
Databricks Apps
Model Serving
CI/CD
Machine Learning
Generative AI
Large Language Models
RAG
Embeddings
Semantic Retrieval
Vector Retrieval
Prompt Engineering
Feature Engineering
Batch Scoring
Real-Time Inference
Model Lifecycle Management
Model Monitoring
Model Evaluation
Azure AI Services
LangGraph
Semantic Kernel
DevOps
Regulated Industries

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