AI and Machine Learning Developer

4 weeks ago

Toronto, Canada Astra North Infoteck Inc. Full time
Job Description
Experience (Years): 6-8
Essential Skills:
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

Requirements
Primary Skills • Deep technical understanding of Windows operating systems up to and including Windows 10/11/Server 2019 • Experience with Windows 10/11 Intune Modern Management. • Expertise with SCCM OSD orchestration and software delivery concepts. Knowledge of common Windows Infrastructure i.e. Active Directory/GPO/DFS/PKI. • Advanced scripting skills with PowerShell. • Extensive experience with Enterprise workloads migration to the cloud such as network drives content to Microsoft OneDrive for Business. • Knowledge of common Windows Infrastructure technologies including Active Directory, Group Policy, DNS/NRPT, PKI/CA, RADIUS, NPS, etc. • Strong troubleshooting mindset (i.e. parsing event logs, SysInternals tools, analysing memory dumps etc). • Experience automating workflows and providing self service capability. • Client / Server hardware knowledge and management in an enterprise environment. • Experience designing technical solutions to meet complex business requirements. • Ability to author technical and operational management documentation including design and support docs, operational runbooks, internal knowledge base articles, etc Secondary Skills • Experience of Windows Modern Management (Intune, Autopilot, Windows Virtual Desktop, etc) • Desktop/Laptop Hardware Knowledge and Management in an enterprise environment (i.e. driver, firmware, bios management). • Understanding of Agile principles and how to apply them. • Infrastructure systems including experience with Jira.

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