- Contribute to the client's ML Platform SDK and build tools for various ML operations.
- Collaborate with Machine Learning Engineers (MLE), researchers, and various product teams to deliver scalable ML platform tooling solutions that meet the timelines and specifications of given requirements.
- Work independently and collaboratively on squad projects that often requires learning and applying new technologies that may go beyond existing skillsets.
- Manage and maintain large scale production Kubernetes clusters for ML workloads, including ML platform infrastructure and necessary dev ops.
- Design, documents and implements reliable, testable and maintainable solutions ML infrastructure capabilities.
- You have 6+ years of hands‑on experience implementing production ML infrastructure at scale in Python, Go or similar languages.
- You have knowledge of deep learning fundamentals, algorithms, and open‑source tools such as Huggingface, Ray, PyTorch or TensorFlow.
- You have an understanding of distributed training leveraging GPUs and Kubernetes.
- You have a general understanding of data processing for ML.
- You have experience with agile software processes and modular code design following industry standards.
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Lieu De Travail · Toronto, Ontario, Canada · Horaire · 37.5 · Secteur D'activité · Solutions technologiques · Détails De La Rémunération · $96,900 - $136,800 CAD · Ce poste est temporairement admissible à une prime supérieure à l'échelle salariale publiée, qui est réévaluée chaqu ...
Toronto $96,900 - $136,800 (CAD)3 days ago
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L'informatique Ingénieur est responsable du protocole données protection pour sur place, mobile et dans le Cloud. Entreprise technologies spécialistes avec expertise et expérience sont recherchés tels que Databases, Storage (NAS , SAN), Databases ou Middleware Le candidat idéal d ...
Toronto $96,900 - $136,800 (CAD)1 month ago
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We're looking for a seasoned Staff Infrastructure Engineer to join our engineering team and lead the design, development, and evolution of our cloud infrastructure. · ...
Toronto, ON2 weeks ago
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As an Infrastructure Engineer at Dexian, you will use site reliability engineering principles to run production systems, build infrastructure projects to improve robustness. · ...
Toronto, Ontario1 month ago
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Design resilient, secure and scalable Apache HTTP Server (httpd) and Apache Tomcat platforms for Java web applications. · ...
Toronto, Ontario2 weeks ago
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+An IT Infrastructure Engineer will support and maintain critical network, security, and communication systems across a major tunnel construction project. This fully on-site role involves managing Fortinet and Ubiquiti network equipment, maintaining CCTV and access control system ...
Toronto, Ontario1 week ago
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Design build and maintain cloud infrastructure on AWS Azure or Google Cloud including architecture migration initiatives. · Support troubleshoot infrastructure issues across compute storage network security layers. · ...
Toronto, Ontario1 month ago
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Position to work in Azure Databricks and CI/CD systems. · ...
Toronto, Ontario1 month ago
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++The company seeks an infrastructure engineer to design and implement highly available scalable operable infrastructure solutions across private cloud public cloud Azure on-prem environments lead architecture reviews manage technical risk on complex projects work with vendors ex ...
Toronto, Ontario2 weeks ago
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The GTS - O&E - Engineering team at Scotiabank leads technology design, architecture and engineering efforts at the enterprise level. · Analyze and provide recommendations on all AD related aspects including identity, GPOs, Entra ID, AD physical and logical design, · Attend weekl ...
Toronto, Ontario1 month ago
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Work Location: · Toronto, Ontario, Canada · Hours · 37.5 · Line Of Business · Technology Solutions · Pay Details · $96,900 - $136,800 CAD · This role is temporarily eligible for a pay premium above the posted salary range that is reassessed annually. You are encouraged to have an ...
Toronto, Ontario $85,000 - $135,000 (CAD) per year1 week ago
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The Crypto Engineering team at TD Bank is responsible for data protection for on premise, mobile and in the Cloud. · Using COTS to apply encryption and key management solutions. · ...
Toronto, Ontario1 month ago
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We're looking for a seasoned Staff Infrastructure Engineer to join our engineering team and lead the design, development, and evolution of our cloud infrastructure. · We'll work closely with the product engineering, developer experience and security teams to ensure our infrastruc ...
Toronto $214,000 - $294,800 (USD)2 weeks ago
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+We're looking for a seasoned Staff Infrastructure Engineer to join our engineering team and lead the design, development, and evolution of our cloud infrastructure. · +8+ years of experience in infrastructure, DevOps, or site reliability engineering roles. · Strong expertise wit ...
Toronto $214,000 - $294,800 (USD) Full time2 weeks ago
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Build infrastructure and drive projects to improve production system robustness. · ...
Toronto1 month ago
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We are looking for candidates with strong technical expertise to fill this role. · Below are the details of the position: · ...
Toronto1 month ago
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I'm partnering with a growing Web3 infrastructure organisation building critical validator and staking systems for decentralised networks. They're scaling their staking platform and looking for an experienced engineer to help shape how secure, resilient, and automated validator o ...
Toronto1 month ago
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We are looking for an Infrastructure Engineer to join our team. The ideal candidate will have experience with Site Reliability Engineering principles and infrastructure management. · ...
Toronto1 month ago
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Rumble is a high-growth video platform and cloud services provider that is creating an independent infrastructure. Our mission is to restore the internet to its roots by making it free and open once again. · Rumble is seeking an experienced Infrastructure Engineer (Data Center) r ...
Toronto $84,000 - $106,000 (CAD) Full time1 hour ago
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Design resilient, secure and scalable Apache HTTP Server (httpd) and Apache Tomcat platforms for Java web applications. Build Ansible automation to provision harden operate and upgrade httpd and Tomcat across dev stage prod. · ...
Toronto2 weeks ago
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Design resilient, secure, and scalable Apache HTTP Server (httpd) and Apache Tomcat platforms for Java web applications. Build Ansible automation to provision, harden, operate, · and upgrade httpd and Tomcat across dev/stage/prod.Partner with SRE, · Security,and App teams to deli ...
Toronto2 weeks ago
AI/ML Infrastructure Engineer - Toronto - Avenue Code
Description
About The Opportunity
About the job
The team is dedicated to developing a robust platform for training and serving machine learning models. This platform streamlines the productionization of AI and ML models by mitigating the incidental complexities involved in creating backend services for serving predictions and training models.
Responsibilities
Required Qualifications
Seniority level
Mid-Senior level
Employment type
Full-time
Job function
Information Technology
Industries
IT Services and IT Consulting
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