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Added 1 month ago
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Sr. Plant Controller Modelling Engineer
e-STORAGE
Kitchener, ON
- Full-time
Position Title: Sr. Plant Controller Modelling Engineer
Added 1 month ago
KC
Senior Network Engineer
Kepler Communications Inc.
Canada
- Full-time
…(on-premises and cloud). The ideal candidate will have extensive hands-on experience with complex networks and will fully embrace software and automation initiatives. This includes driving…
Added 1 month ago
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Data Engineer
HCLTech
Toronto, ON
- Full-time
Hands-on expertise with Adobe Campaign Standard (ACS) as a Developer/Data Engineer.
Added 1 month ago
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Senior/Lead Engineer - Agentic AI Development
FICO
Canada
- Full-time
Come join our engineering team in a hands-on technical role at the heart of a new discipline: Harness Engineering. As AI coding agents take on more of the software lifecycle, the hard part…
Added 1 month ago
SF
Data Platform Engineer II
Spring Financial Inc.
Vancouver, BC
- Full-time
As a Data Platform Engineer II at Spring, you are a hands-on builder who delivers reliable, scalable data infrastructure. You'll work across our core stack of AWS, Snowflake, dbt, and…
Added 1 month ago
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Staff Platform Engineer - Materia AI
Thomson Reuters
Toronto, ON
- Full-time
As a Platform Engineer, you will contribute to leading the design, development, and evolution of our next-generation cloud-native platforms. You will contribute to technical strategy,…
Added 1 month ago
SF
Data Platform Engineer II
Spring Financial
Vancouver, BC
- Full-time
As a Data Platform Engineer II at Spring, you are a hands-on builder who delivers reliable, scalable data infrastructure. You'll work across our core stack of AWS, Snowflake, dbt, and…
Added 1 month ago
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Senior Cloud Engineer - Terraform, Azure
BDO
Toronto, ON
- Full-time
BDO Digital is looking for a replacement Senior Cloud Engineer to join our team. This is enterprise-scale platform solutioning, not single-application DevOps. You will build a platform or…
Added 1 month ago
FB
Senior Data Engineer
fgf brands
Toronto, ON · Greater Toronto Area, ON
- Other
We are seeking a Senior Data Engineer with deep expertise in designing and delivering scalable, real-time streaming as well as batch data pipelines and solutions using modern data platforms…
Added 1 month ago
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Senior AI Engineer
CI Financial
Toronto, ON
- Full-time
CI Financial is seeking an experienced and technically strong Senior AI Engineer to join our Data, AI & Analytics (DNA) team. This role focuses on the applied use of Generative AI and…
Added 1 month ago
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Photonic Product Validation & Characterization Engineer
Inpho
Ottawa, ON · Kanata, ON
- $100,000 to $150,000 CAD / year
- Full-time
Hands-on experience characterizing high-speed InP photonic devices, including EMLs/lasers and/or photodetectors. Experience with key measurements such as bandwidth, RIN, extinction ratio,…
Added 1 month ago
Machine Learning Engineer
AGCO
Winnipeg, MB
We are seeking a Machine Learning Engineer to develop embedded perception models and the infrastructure that supports them. This role is well-suited for a technically strong, hands-on…
Added 1 month ago
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Senior Software Engineer
Enerva Energy Solutions
Calgary, AB
- $85,000 to $95,000 CAD / year
- Full-time
…and raising the bar for how we build and ship.This is still a hands-on role. You'll write a lot of production code, but you'll also mentor other developers, work directly with clients and…
Added 1 month ago
Staff DevSecOps Specialist
AlayaCare
Montreal, QC
Extensive hands-on experience in DevSecOps, cloud security engineering, or platform and SRE work with deep security ownership, at staff or principal level of technical scope, with a track…
Added 1 month ago
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AI Architect, Manager
Avanade
Toronto, ON
- Full-time
Added 1 month ago
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Principal Firmware Engineer
Synopsys Inc
Ottawa, ON · Nepean, ON
- Full-time
Hands-on experience with RTL waveform analysis and debugging using tools like Verdi, DVE, or similar
Added 1 month ago
Lead Data/Analytics Engineer
Dutch
Vancouver, BC
We’re looking for a Lead Data/Analytics Engineer to own how Dutch measures its product and business. You’ll run the event instrumentation pipeline, build the models and metrics layers that…
Added 1 month ago
TC
Senior L3 AI Engineer
Tata Consultancy Services
Montreal, QC
- Full-time
We are seeking a Senior Level 3 AI Engineer to act as the first point of call for engineering issues across the firm’s end user AI products - Microsoft Copilot, OpenAI ChatGPT, Anthropic…
Added 1 month ago
TC
Security Researcher Engineer
Tata Consultancy Services
Toronto, ON
- $100,000 to $120,000 CAD / year
- Full-time
Technical Security Research Engineer to research, prototype, evaluate, and operationalize emerging cybersecurity capabilities. This is a hands-on role for someone who can move from a…
Added 1 month ago
TT
Solution Architect, Google Workspace & Gemini AI
Tundra Technical Solutions
Toronto, ON
- $130,000 to $145,000 CAD / year
- Full-time
…bridge the gap between high-level architectural strategy and hands-on operational delivery. As our definitive subject matter expert (SME), you will dictate the tenant roadmap, establish…
Added 1 month ago
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Senior Corporate Security Analyst
Clio
Calgary, AB · Burnaby, BC · Vancouver, BC · Toronto, ON
- Full-time
…the quality and velocity of how the team operates. You stay hands-on with the tools that matter - DLP, EDR, phishing, SIEM, SSO - and you turn ambiguous patterns into runbooks, automations,…
Added 1 month ago
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Software Engineer - Identity & Authorization
Baseten
Montreal, QC
- $240,000 to $285,000 USD / year
- Full-time
4-5+ years of experience building production backend systems, including hands-on design and implementation of a product authorization system: per-resource or per-object permissions,…
Added 1 month ago
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Specialist Software Cloud Developer
CPKC
Calgary, AB
- Full-time
…and data engineering/integration and requires an experienced hands-on full-stack cloud and data developer who can lead technical initiatives in collaboration with other developers, solution…
Added 1 month ago
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Cloud & AI Apps Solution Engineer
Microsoft
Calgary, AB
- Full-time
…we invite you to join our team as a Cloud & AI Apps Solution Engineer for commercial customers at…
Added 1 month ago
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FY27 Intern - MSIP Digital Design Engineering Internship - Canada (16 months)
Qualcomm
Toronto, ON
- Full-time
Mentorship: You will be paired with an engineer dedicated to your growth and success.

AGCO

Machine Learning Engineer

Winnipeg, MB, Canada

Apply About employer

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Job details

Experience: 3+ years of experience developing, deploying, and optimizing ML models, with a focus on computer vision and embedded systems.
Posting language: English
Posted: Jun 11, 2026

Original job description

Solutions for Every Season. We engineer and deliver precision agriculture hardware, software, and cloud-based platforms that connect every corner of the farm. At PTx, we are redefining the future of agriculture through autonomy. Our focus is on building physical AI systems, where machine learning models directly interact with and control real-world machines operating in complex outdoor environments.

We are seeking a Machine Learning Engineer to develop embedded perception models and the infrastructure that supports them. This role is well-suited for a technically strong, hands-on individual who excels at solving complex, real-world challenges while maintaining a system-level perspective and delivering measurable impact in the field.

In this role, you will take ownership of high-level application objectives and drive them from concept through deployment. You will work closely with cross-functional teams to define problems, shape data strategies, and ensure solutions are robust, scalable, and production-ready.

Your Impact

Design, develop, and deploy computer vision and perception models for real-time operation on autonomous agricultural machines.
Own the full ML lifecycle, including dataset design, data collection, training, evaluation, optimization, and deployment.
Build and enhance ML infrastructure for embedded systems, including tools for validation, monitoring, and continuous improvement.
Collaborate with robotics, embedded, perception, and systems engineering teams to integrate ML solutions into production environments.
Prototype, validate, and continuously improve models using real-world and synthetic data to enhance detection, segmentation, and scene understanding under challenging conditions (e.g., dust, occlusion, lighting) and ensure robustness across diverse crops, terrains, and climates.

Your Experience and Qualifications

Strong fundamentals in machine learning and computer vision.
3+ years of experience developing, deploying, and optimizing ML models, with a focus on computer vision and embedded systems.
Experience with ML Ops practices and infrastructure development.

Hands-on experience with GPU-based computing and embedded deployment (e.g., Jetson or similar platforms). Proficiency with Docker and ROS2. Experience in robotics, autonomous vehicles, or real-time systems is a strong plus.
Bachelor’s or Master’s degree in Computer Science, Engineering, or a related field, with strong interpersonal skills and a collaborative, team-oriented mindset.

Your Benefits

Three (3) weeks of vacation per year.
Employee Stock Purchase Plan offering eligible employees the ability to purchase AGCO stock at a discounted price.
Group retirement plan with employer match.
Group insurance paid at 75% by the employer.
Employee Assistance Program.

Your Workplace

You will collaborate closely with PTx colleagues in Winnipeg, Canada, in an onsite environment that supports hands-on testing, teamwork, and innovation.

We are committed to fostering an inclusive workplace and believe that diverse perspectives drive better outcomes for our customers, our communities, and our teams. Our approach to recruitment reflects that commitment by building teams that represent a broad range of experiences, backgrounds, cultures, and perspectives.

If you are contacted regarding an opportunity with us, you may request reasonable accommodation for the materials or activities used throughout the selection process.

Join us as we bring agriculture into the future and apply now!

Apply About employer

More about this job

Responsibilities

Design, develop, and deploy computer vision and perception models for autonomous agricultural machines. Manage the full ML lifecycle while collaborating with cross-functional teams to integrate solutions into production environments.

Requirements

Requires 3+ years of experience in ML and computer vision with a focus on embedded systems. Candidates must hold a Bachelor’s or Master’s degree in Computer Science, Engineering, or a related field.

Skills

Machine Learning
Computer Vision
Embedded Systems
ML Ops
GPU Computing
Docker
ROS2
Robotics
Autonomous Vehicles
Perception Models
Data Strategy
Python
C++
System Architecture
Real-time Systems

Benefits

Vacation
Employee Stock Purchase Plan
Group retirement plan
Group insurance
Employee Assistance Program

Visa sponsorship

Not detected in the job text

Keywords

Machine Learning
Computer Vision
Embedded Systems
Precision Agriculture
Autonomous Systems
ML Ops
GPU
Docker
ROS2
Robotics
Perception
Data Collection
Model Training
Deployment
Real-time Systems
Synthetic Data
Segmentation
Scene Understanding
Cloud-based Platforms
Hardware Engineering

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