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Added 1 min ago
Allocation Analyst
Reitmans (Canada) Ltée/Ltd
Montreal, QC
Contract
Keep our allocation systems, inventory information and reporting accurate so teams can make better, faster decisions.
Added 1 min ago
Senior Accountant
Cornerstone Building Brands
St. Thomas, ON
Full-time
…organization. This is an excellent opportunity for an accounting professional looking to continue developing their skills and grow within the…
Added 1 min ago
Financial Analyst II - Michels Canada
Michels Corporation
Nisku, AB
Michels Canada empowers your personal and professional growth, equipping you with the tools and support needed to create impactful solutions that shape a better future for others.
Added 1 min ago
Accounting Manager - Michels Canada
Michels Corporation
Nisku, AB
Michels Canada empowers your personal and professional growth, equipping you with the tools and support needed to create impactful solutions that shape a better future for others.
Added 1 min ago
HR Specialist
First Nations Financial Management Board
Halifax, NS
Join us at the First Nations Financial Management Board (FMB), where we support First Nations to strengthen their governance and financial practices. Since our establishment in 2006 under…
Added 1 min ago
HR Specialist
First Nations Financial Management Board
Winnipeg, MB
Join us at the First Nations Financial Management Board (FMB), where we support First Nations to strengthen their governance and financial practices. Since our establishment in 2006 under…
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HR Specialist
First Nations Financial Management Board
Ottawa, ON
Join us at the First Nations Financial Management Board (FMB), where we support First Nations to strengthen their governance and financial practices. Since our establishment in 2006 under…
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HR Specialist
First Nations Financial Management Board
Moncton, NB
Join us at the First Nations Financial Management Board (FMB), where we support First Nations to strengthen their governance and financial practices. Since our establishment in 2006 under…
Added 1 min ago
RV Technician / RV Maintenance Technician
Tourism Holdings Ltd
Mirabel, QC
…from the initial contact through to completion, with ongoing support for the entire duration of their RV…
Added 1 min ago
Data Analyst, Principal
Dayforce
Canada
Demonstrated track record of personally designing and building AI-enabled analytical products or agentic systems from prototype toward production. Candidates should be prepared to discuss…
Added 1 min ago
Laboratory Assistant - Part Time Regular (Float) - Vancouver, BC
LifeLabs
Vancouver, BC
Part-time
…laboratory diagnostic information and digital health connectivity systems, enabling patients and healthcare practitioners to diagnose, treat, monitor and prevent disease. We are passionate…
Added 1 min ago
Medical Lab Technologist (BCGEU), Microbiology, Casual
LifeLabs
Surrey, BC
…laboratory diagnostic information and digital health connectivity systems, enabling patients and healthcare practitioners to diagnose, treat, monitor and prevent disease. We are passionate…
Added 15 mins ago
Customer Service Representative (Prime Design)
Safe Fleet
Montreal, QC
Full-time
…of contact for our customers, providing timely and effective support through phone and email communication. Your role will involve addressing inquiries, resolving issues, and ensuring…
Added 16 mins ago
Retail Training and Communications Coordinator (Bilingual), Operational Solutions
ARC'TERYX
North Vancouver, BC
Full-time
As the Retail Training and Communications Coordinator on the Operational Solutions team, you will support the delivery of NAM Retail Training and Communications across our store network.…
Added 16 mins ago
Associate Technical Consultant
Worley
Sudbury, ON · Toronto, ON · Sarnia, ON · Markham, ON · Pickering, ON · Vancouver, BC · Edmonton, AB · Calgary, AB · Greater Sudbury, ON,CA
Full-time
…assets more efficiently, secure and safeguard social license, support local communities, and accelerate the energy…
Added 16 mins ago
Receiver
Co-op
St. Paul, AB
Part-time
Record and update stock information in inventory management systems.
Added 30 mins ago
Manager, Environmental
Cadillac Mines Corporation (Formerly Gold Candle Ltd.)
ON · Virginiatown, ON
Full-time
Support ESG reporting by measuring, monitoring and reporting on environmental components for projects in Ontario and Quebec.
Added 30 mins ago
Security Shift Supervisor - Site Lead
Mattel Canada
Montreal, QC
Full-time
Escalate system failures, equipment issues, and maintenance needs to the appropriate Security Systems, Facilities, or technical support personnel.
Added 30 mins ago
Senior Workday Functional Specialist
Fanshawe College
London, ON
Full-time
…modern cloud-based enterprise platform that is reshaping how we support our employees, finances, and future student services. Having successfully deployed Workday Human Capital Management…
Added 30 mins ago
RN Clinical Mentor - Emergency
Fraser Health Authority
Abbotsford, BC
$49.2 to $67.08 CAD / hour
Part-time
Deliver formal and informal clinical instruction to support staff training, onboarding, and ongoing professional development.
Added 30 mins ago
Senior Architect - Transit & infrastructure Architecture
Arup
Toronto, ON
Full-time
Station architecture, public spaces, and support facilities
Added 30 mins ago
AML Financial Crime Risk Investigator I (Core Investigations)
TD
Ottawa, ON
Full-time
Apply strong knowledge of bank procedures, products, and systems to assist investigators in analyzing situations, gathering information, and required documentation and case preparation.…
Added 30 mins ago
Engineer Protection & Control
Stantec
Moncton, NB
Full-time
…role in developing reliable, safe, and efficient electrical systems from concept through…
Added 30 mins ago
Engineer Protection & Control
Stantec
Saint John, NB
Full-time
…role in developing reliable, safe, and efficient electrical systems from concept through…
Added 30 mins ago
Infection Control Practitioner
Ross Memorial Hospital
Kawartha Lakes, ON · Lindsay, ON
Full-time
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Jobgether

Senior Data Engineer (Python / AWS / ML Pipelines)

Canada

Job type: Full-time
Posting language: English
Posted: Oct 1, 2026

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Original job description

This position is listed on behalf of a partner company, who manages all applications and next steps. Our partner is looking for a Senior Data Engineer (Python / AWS / ML Pipelines) based in Canada.

As a Senior Data Engineer, you will build and operate large-scale data and machine learning pipelines in a production environment.

You will work across data engineering, cloud infrastructure, and machine learning operations to turn models into reliable production workflows.

The role focuses heavily on Python, AWS, ETL, workflow orchestration, and scalable ML infrastructure.

You will collaborate closely with Data Scientists and ML Engineers to productionize forecasting and data-driven solutions.

You will also help improve the reliability, performance, and observability of critical data pipelines.

Working within distributed Agile teams, you will contribute to architecture decisions and technical improvements across the data platform.

This is an opportunity to work on challenging production systems while continuing to develop your cloud and ML engineering expertise.

Accountabilities

Build, maintain, and improve production-grade data and machine learning pipelines supporting forecasting and data-driven decision-making.
Develop ETL and data-processing workflows using Python, ensuring they are scalable, reliable, and maintainable.
Design and orchestrate workflows using technologies such as Apache Airflow and AWS Step Functions.
Use AWS Glue for data processing, transformation, and pipeline execution.
Support the deployment and operationalization of machine learning models using AWS SageMaker.
Work closely with Data Scientists and ML Engineers to move models and analytical solutions reliably into production.
Monitor pipeline health and performance, troubleshoot production issues, and implement improvements to reliability, scalability, and efficiency.
Contribute to architectural and technical decisions related to the data platform, ML infrastructure, and production workflows.
Collaborate effectively with distributed, cross-functional Agile teams and contribute ideas that improve engineering practices and delivery.

Requirements

Strong professional experience with Python and its application to data engineering and production systems.
Proven experience building and maintaining data pipelines and/or machine learning pipelines in production.
Hands-on experience with Apache Airflow for workflow orchestration.
Practical experience with AWS Step Functions and AWS Glue.
Experience deploying and supporting machine learning models using AWS SageMaker.
Strong hands-on experience with AWS cloud services and cloud-based production environments.
Experience working with systems operating at significant scale, with a strong understanding of reliability and performance considerations.
Experience collaborating closely with Data Scientists, ML Engineers, and other technical stakeholders.
Strong troubleshooting, analytical, and problem-solving abilities.
Excellent written and verbal English communication skills.
Comfortable working independently and collaboratively within distributed, cross-functional teams.
Experience with GCP is a plus but not required.
Familiarity with monitoring and observability tools is also advantageous.

Benefits

Collegial working environment where responsibility and decision-making are shared across the team.
Agile culture where employees are encouraged to contribute ideas and influence technical direction.
Supportive approach to learning from mistakes and continuously improving ways of working.
Opportunities to work on different projects and broaden your technical experience.
Ongoing training, mentoring, and professional development.
Opportunities for career growth and exposure to new technologies and challenges.
Possibility of business travel.
Flexible working arrangements appropriate to a distributed team.
Additional salary, healthcare, and other employment benefits may vary according to local terms in Slovenia.

How Jobgether Works

We use an AI-powered matching process to ensure your application is reviewed quickly, objectively, and fairly against the role's core requirements. Our system identifies the top-fitting candidates, and this shortlist is then shared directly with the hiring company. The final decision and next steps (interviews, assessments) are managed by their internal team.

We appreciate your interest and wish you the best!

Why Apply Through Jobgether?

Data Privacy Notice: By submitting your application, you acknowledge that Jobgether will process your personal data to evaluate your candidacy and share relevant information with the hiring employer. This processing is based on legitimate interest and pre-contractual measures under applicable data protection laws (including GDPR). You may exercise your rights (access, rectification, erasure, objection) at any time.

We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses and identifying potential inconsistencies or verification signals in application materials based on available information. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.

Apply About employer

More about this job

Responsibilities

Build, operate, and improve production-grade data and machine learning pipelines for forecasting and data-driven decision-making using Python and AWS services. Collaborate with Data Scientists, ML Engineers, and distributed Agile teams to productionize models, monitor pipeline performance, resolve issues, and contribute to data platform architecture.

Requirements

Requires strong professional Python experience, a track record building production data or ML pipelines, and hands-on experience with Apache Airflow, AWS Step Functions, AWS Glue, and AWS SageMaker. Candidates should also have substantial AWS production experience, understand reliability and performance at scale, and communicate and collaborate effectively; GCP and observability tools are advantageous.

Skills

Python
AWS
Data Engineering
Machine Learning Pipelines
ETL
Apache Airflow
AWS Step Functions
AWS Glue
AWS SageMaker
Cloud Infrastructure
Workflow Orchestration
Machine Learning Operations
Production Systems
Monitoring and Observability
Troubleshooting
Agile Collaboration

Benefits

Professional Development
Training
Mentoring
Career Growth
Flexible Working Arrangements
Business Travel Opportunities
Healthcare
Additional Salary Benefits

Visa sponsorship

Not detected in the job text

Keywords

Python
AWS
Data Engineering
Machine Learning
Machine Learning Operations
ETL
Apache Airflow
AWS Step Functions
AWS Glue
AWS SageMaker
GCP
Cloud Infrastructure
Workflow Orchestration
Data Processing
Forecasting
Production Pipelines
Scalable Systems
Reliability
Performance Optimization
Monitoring
Observability
Troubleshooting
Data Scientists
ML Engineers
Agile
Distributed Teams
Data Platform
Architecture
Production Workflows

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