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AI/ML Developer

1 month ago

Toronto Ontario, Ontario, Canada Virtual Labs IT Consulting Full time

Roles and Responsibilities: Passionate about deep learning and natural language models

AIOps/MLOps mindset enabling services and developing pipelines for managing training models and production models.

Collaborate with internal application development teams to leverage AI/ML services to solve business objectives

Understand security, risks and mitigations to load data and training models securely into Cloud? Programming skills with experience in API and Webhook development using Python, Git Actions and Terraform

Write and use Azure RM and Terraform templates

Understand Azure security features (data protection, authentication, RBAC, etc)

Understanding of Public Key Infrastructure (PKI), handling public key and private key certificates in Azure environment for Paas services and applications

Ability to troubleshoot Azure, DNS, Azure connectivity, NSG, routing

Proficiency in cloud automation using native Azure CLI

Understand concepts related to deploying platform and data analytics via CI/CD pipeline

Ensure that all cloud solutions follow internally defined security and compliance controls

Develop/Consume APIs, SDKs and Webhook for multi-directional integration of cloud orchestration platform with enterprise systems, DevOps Tools and cloud platforms

Ability to participate in fast-paced DevOps Engineering teams within Scrum agile processes

A critical thinker with strong research and analytics skills

Self-motivated with a positive attitude and an ability to work independently and in a team

Required Skills:

2+ years AI and ML platform engineer

2+ years of experience developing platform orchestration code in Azure Python SDK, Terraform and GitHub Runners

Strong expertise with delivering Cloud Infrastructure As Code (IAC) leveraging CI/CD pipelines, Terraform and Git Actions.

Demonstrated knowledge of cloud provisioning and administration, cloud bursting, cloud interoperability, cloud disaster recovery and business continuity strategies, as well as performance measurement and monitoring in the cloud

Must be a self-starter, demonstrated ability to take independent action to achieve results.

Highly developed critical thinking, analytical and problem solving skills

Competencies: Azure Machine Learning (ML)