Jobs in Canada

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Added 16 days ago
JG
FORWARD DEPLOYEMENT ENGINEER
J&M Group
Canada
- Full-time
Strong hands-on data discovery skills, including profiling unfamiliar client data with Python, pandas, PySpark, and SQL; assessing coverage and quality; and quantifying volumes,…
Added 16 days ago
JG
AI Developer
J&M Group
Canada
- Full-time
Strong proficiency in Python, PySpark, SQL, REST APIs, FastAPI, Git, Docker, Kubernetes, Apache Airflow, and MLflow.
Added 16 days ago
KG
Principal Data Solutions Architect- AI/ML
K&K Global Talent Solutions INC.
Toronto, ON
- Full-time
Engage with business and technology stakeholders to understand data strategy, platform requirements, architecture goals, and transformation priorities.
Added 16 days ago
A
Machine Learning Operations Developer, AI/ML Platfor
Autodesk
Toronto, ON · Montreal, QC · ON · AMER - Canada - Ontario - Toronto - University Ave
- Full-time
Autodesk, a global leader in 3D design, engineering, manufacturing, and entertainment software, is seeking an MLOps Developer to join our AI/ML Platform team. This role will contribute to…
Added 16 days ago
A
Machine Learning Operations Developer, AI/ML Platfor
Autodesk
Toronto, ON
- Full-time
Autodesk, a global leader in 3D design, engineering, manufacturing, and entertainment software, is seeking an MLOps Developer to join our AI/ML Platform team. This role will contribute to…
Added 16 days ago
Y
GenAI Prompt Engineer
Yochana
Toronto, ON
- Contract
AI Response Validation: Analyze and validate AI-generated outputs to ensure they meet quality standards, are contextually appropriate, and align with user needs.
Added 16 days ago
A
Machine Learning Operations Developer, AI/ML Platfor
Autodesk
Montreal, QC
- Full-time
Autodesk, a global leader in 3D design, engineering, manufacturing, and entertainment software, is seeking an MLOps Developer to join our AI/ML Platform team. This role will contribute to…
Added 16 days ago
A
Machine Learning Operations Developer, AI/ML Platfor
Autodesk
Toronto, ON
- Full-time
Autodesk, a global leader in 3D design, engineering, manufacturing, and entertainment software, is seeking an MLOps Developer to join our AI/ML Platform team. This role will contribute to…
Added 16 days ago
S
Artificial Intelligence Consultant
SMARTFOX
Canada
- Full-time
Build proofs of concept and production pilots with Python and platforms such as Azure OpenAI, AWS Bedrock, Google Vertex AI, OpenAI, Anthropic, or Hugging Face
Added 16 days ago
W
Senior Oracle Apps AI Developer
W3Global
Toronto, ON
- $62 to $78 CAD / hour
- Contract
We are seeking a highly skilled Oracle Apps AI Developer with expertise in Oracle E-Business Suite (EBS), Oracle Cloud Applications, Artificial Intelligence (AI), Machine Learning (ML), and…
Added 16 days ago
FS
Senior Python Developer
Futran Solutions
Mississauga, ON
- Full-time
We are looking for a motivated and detail-oriented Python developer with 6-8+ years of experience to join our development team. The ideal candidate will contribute to designing, developing…
Added 16 days ago
A
Senior Data Scientist - AI/ML
Akkodis
Toronto, ON
- Contract
Develop and deploy machine learning and data science products in collaboration with cross-functional teams.
Added 16 days ago
T
GenAI Prompt Engineer
TechDoQuest
Toronto, ON
- Contract
-AI Response Validation: Analyze and validate AI-generated outputs to ensure they meet quality standards, are contextually appropriate, and align with user needs.
Added 16 days ago
C
Advisor, Procurement Governance and Systems
Cogeco
Montreal, QC
- Full-time
Familiarity with low-code/no-code process automation tools (e.g., Power Automate, Zapier, Python for workflow automation);
Added 16 days ago
IC
Triton Compiler Engineering Manager
Intel Corporation
Toronto, ON · CAN - - Toronto
- Full-time
…astounding technology advancements and experiences in the world. With a legacy of relentless innovation and a commitment to bring smart, connected devices to every person on Earth, our…
Added 16 days ago
AC
Data Solutions Analyst
Air Canada
Dorval, QC
- Full-time
Collaborate with IT partners to align integration approaches with enterprise platforms and standards.
Added 16 days ago
I
Triton Compiler Engineering Manager
Intel
Toronto, ON
- Full-time
…astounding technology advancements and experiences in the world. With a legacy of relentless innovation and a commitment to bring smart, connected devices to every person on Earth, our…
Added 16 days ago
Agentic AI Architect, Kitchener, ON ( Hybrid)
Siemens
Kitchener, ON
…ever-changing challenges, customer needs, and questions from colleagues with clever concepts and creativity. We embrace change and work with curious minds re-inventing the future of work.…
Added 16 days ago
CL
Senior Cloud DevOps Engineer
Charger Logistics Inc
Brampton, ON
- Full-time
Strong Python programming with PowerShell/Bash experience.
Added 16 days ago
R
Staff Data Scientist, AI Evaluations Platform
RBC
Montreal, QC
- Full-time
…that help AI systems move from experimentation to production with evidence and control, while providing technical guidance and mentorship to other data scientists on the…
Added 16 days ago
CL
Senior Cloud DevOps Engineer
Charger Logistics Inc.
Brampton, ON
- Full-time
Strong Python programming with PowerShell/Bash experience.
Added 16 days ago
IG
Machine Learning Engineer
IMCS Group
ON · Ontario, Canada
- Contract
The ideal candidate should have hands-on experience with AWS SageMaker, SageMaker Feature Store, MLOps frameworks, and Python development. The resource will be responsible for designing and…
Added 16 days ago
R
Staff Data Scientist, AI Evaluations Platform- EN
RBC
Montreal, QC
- Full-time
…that help AI systems move from experimentation to production with evidence and control, while providing technical guidance and mentorship to other data scientists on the…
Added 16 days ago
Data Scientist
Upshop
Mississauga, ON
…optimization models. In this role, model development goes hand-in-hand with operational reliability: success is measured by accurate forecasts and stable, low-latency, deterministic…
Added 16 days ago
VC
Staff Software Engineer
Valsoft Corporation
Remote, Canada
- Full-time
- Remote
…systems into modern, cloud-capable solutions. You'll operate with significant autonomy, act as a force multiplier for the rest of the engineering team, work closely with our Head of R&D as…

J&M Group

FORWARD DEPLOYEMENT ENGINEER

Canada

Full-time

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Job details

Job type: Full-time
Experience: 10+ years of experience in Data Engineering, AI Application Development, Cloud Data Platforms, and Production-grade Software Engineering.
Posting language: English
Posted: Oct 9, 2026

Original job description

Must Have Technical/Functional Skills

10+ years of experience in Data Engineering, AI Application Development, Cloud Data Platforms, and Production-grade Software Engineering.
Strong hands-on expertise in Python, PySpark, SQL, REST APIs, FastAPI, and enterprise application integration.
Experience designing and building AI-powered applications using Claude, Prompt Engineering, Retrieval-Augmented Generation (RAG), Vector Databases, Semantic Search, and Agentic AI patterns.
Deep understanding of Data Engineering frameworks, including ETL/ELT, batch and streaming pipelines, data quality, metadata management, lineage, observability, and DataOps practices.
Experience implementing and operationalizing MLOps / LLMOps capabilities including model lifecycle management, CI/CD pipelines, MLflow, monitoring, deployment automation, rollback, and production support.
Strong knowledge of cloud and modern data platforms, including compute, storage, integration, orchestration, security, networking, monitoring, and cost optimization services.
Hands-on experience with Git, Docker, Kubernetes, Airflow, MLflow, CI/CD, and distributed data processing frameworks.
Strong understanding of enterprise security and governance principles, including IAM/RBAC, encryption, secrets management, privacy controls, auditability, compliance, and secure data access.
Ability to translate business requirements into scalable solution designs, define non-functional requirements, estimate effort, and drive production-ready implementation.
Experience working with Banking, Financial Services, or Insurance (BFSI) data environments and familiarity with regulatory, security, privacy, and resilience requirements.
Strong client-facing consulting skills with experience conducting discovery workshops, solution shaping, rapid prototyping, stakeholder communication, and technical presentations.
Bachelor s degree in computer science, Engineering, Information Systems, Data Management, or a related discipline.
Preferred certifications in Cloud Platforms, Kubernetes, AI Engineering, MLOps, Data Engineering, Enterprise Architecture, Security, or Program Delivery.
Experience working in a forward-deployed delivery model by embedding with client SMEs, business users, and engineering teams through solution validation, production deployment, adoption, and handover.
Strong hands-on data discovery skills, including profiling unfamiliar client data with Python, pandas, PySpark, and SQL; assessing coverage and quality; and quantifying volumes, distributions, edge cases, and business-process gaps before development.
Ability to rapidly build thin working solutions using real client data and APIs, validate them with users, and iteratively harden them with automated tests, security controls, error handling, observability, and production support procedures.
Experience creating business-relevant evaluation datasets with client SMEs, measuring ML or LLM quality, performing structured error analysis, grouping failures by root cause, and prioritizing improvements across releases.
Demonstrated production ownership after go-live, including monitoring, incident diagnosis, rollback, stabilization, performance and latency troubleshooting, and resolution of user-reported issues.
Ability to measure user adoption and business impact after launch using usage data and agreed KPIs such as time saved, error reduction, straight-through processing, quality improvement, or productivity gains.
Willingness and ability to travel or work onsite with client teams when an engagement requires

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More about this job

Responsibilities

Design, build, and deploy production-ready data and AI applications, including pipelines, integrations, and MLOps/LLMOps capabilities. Work directly with client teams to discover and assess data, prototype and validate solutions, support production operations, and measure adoption and business impact.

Requirements

Requires 10+ years of experience across data engineering, AI application development, cloud data platforms, and production software engineering, with hands-on expertise in Python, PySpark, SQL, APIs, AI/LLM patterns, and modern data and cloud tools. Also requires BFSI experience, strong security and governance knowledge, client-facing consulting skills, and a bachelor's degree in a related discipline; relevant certifications are preferred.

Skills

Python
PySpark
SQL
REST APIs
FastAPI
AI Application Development
Retrieval-Augmented Generation
Vector Databases
Data Engineering
MLOps and LLMOps
Cloud Data Platforms
Kubernetes
Data Discovery
Enterprise Security and Governance
Client-Facing Consulting
Production Support

Visa sponsorship

Not detected in the job text

Keywords

Python
PySpark
SQL
REST APIs
FastAPI
Claude
Prompt Engineering
Retrieval-Augmented Generation
Vector Databases
Semantic Search
Agentic AI
ETL/ELT
Batch and Streaming Pipelines
DataOps
MLOps
LLMOps
MLflow
Git
Docker
Kubernetes
Airflow
CI/CD
Distributed Data Processing
Cloud Data Platforms
IAM/RBAC
Data Governance
BFSI
Data Profiling
Model Monitoring
Production Support

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