Microsoft Azure AI Specialist

2 months ago

Roodepoort, Gauteng, South Africa IOCO Full time
About the Role

We are seeking a highly skilled Azure AI and Machine Learning Specialist to join our team at IOCO. As a key member of our organization, you will be responsible for designing, implementing, and optimizing AI and machine learning solutions using the Azure platform.

Key Responsibilities
  • Solution Design and Architecture:
    • Design and architect AI/ML solutions using Azure services (Azure Machine Learning, Cognitive Services, Bot Services, etc.).
    • Collaborate with stakeholders to gather requirements, provide strategic insights, and create AI-driven solutions that align with business objectives.
  • Model Development and Deployment:
    • Build, train, and deploy machine learning models on Azure.
    • Use Azure tools for data wrangling, preprocessing, and model evaluation.
    • Ensure that AI models are scalable and optimized for performance in production environments.
  • Azure AI Services Integration:
    • Integrate Azure AI services (e.g., Natural Language Processing, Computer Vision, and Speech APIs) into applications to deliver intelligent experiences.
    • Customize Cognitive Services to meet specific business needs.
  • Data Management:
    • Work with data engineers and data scientists to ensure the proper setup of data pipelines and Azure Data Lake for AI model training.
    • Optimize data storage and retrieval processes for AI workloads.
  • Cloud Optimization and Security:
    • Ensure the AI solutions are secure, scalable, and cost-effective within the Azure cloud environment.
    • Apply cloud security principles, data privacy laws, and best practices when working with sensitive data.
  • Collaboration and Stakeholder Management:
    • Partner with development teams, data scientists, product managers, and business leaders to ensure seamless implementation of AI solutions.
    • Educate stakeholders on the benefits and limitations of AI in business operations.
  • Continuous Learning and Innovation:
    • Stay updated on the latest Azure AI and machine learning advancements, incorporating new techniques and services into existing solutions.
    • Participate in hackathons, workshops, and conferences to enhance expertise in AI and Azure.
Requirements
  • Technical Expertise:
    • In-depth knowledge of Microsoft Azure AI services (Azure Machine Learning, Azure Cognitive Services, AI Bots, etc.).
    • Proficiency in machine learning algorithms and frameworks (TensorFlow, PyTorch, Scikit-learn).
    • Experience with programming languages like Python, R, or C#.
    • Strong knowledge of data pipelines, data lakes, and database services (Azure Data Factory, Azure SQL, Databricks).
    • Understanding of MLOps and DevOps practices for AI/ML deployment.
  • Cloud and Security Knowledge:
    • Hands-on experience with cloud infrastructure and AI service integration in Azure.
    • Familiarity with cloud governance, compliance, and security protocols in Azure.
  • Analytical and Problem-Solving Skills:
    • Ability to design end-to-end AI solutions tailored to business challenges.
    • Strong troubleshooting and optimization skills in AI/ML environments.
  • Communication Skills:
    • Ability to explain technical concepts to non-technical stakeholders and executives.
    • Experience with creating technical documentation and providing AI solution demos.
Qualifications
  • Bachelor's or Master's degree in Computer Science, Data Science, Engineering, or related field.
  • Azure certifications such as Azure AI Engineer Associate, Azure Solutions Architect Expert, or similar.
  • Azure Certifications (AI-100, AI-102, DP-100, or equivalent).

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