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Specialist AI / Architect / Product Manager

Specialist AI / Architect / Product Manager

Sabenza IT & RecruitmentCape Town, WC, za
8 days ago
Job type
  • Quick Apply
Job description

Job Description

  • Develop and implement AI strategies aligned with WCG’s digital transformation goals.
  • Identify opportunities for AI adoption and define clear, actionable AI roadmaps.
  • Design AI and machine learning models to address complex business problems.
  • Select suitable algorithms, frameworks, and tools.
  • Produce technical architecture diagrams and detailed design documentation.
  • Collaborate with data architects to ensure data quality, availability, and governance.
  • Design and oversee data pipelines for AI model training and deployment.
  • Oversee the end-to-end AI model lifecycle, including development, training, testing, and validation.
  • Implement best practices for AI model deployment, monitoring, and maintenance.
  • Ensure seamless integration of AI systems with existing enterprise platforms.
  • Design APIs and interfaces for interoperability between AI components and other business systems.
  • Continuously monitor and optimise AI model performance.
  • Apply techniques such as hyperparameter tuning and inference acceleration to enhance efficiency.
  • Ensure AI solutions comply with data privacy, security, and ethical standards.
  • Implement safeguards to protect AI systems from vulnerabilities and misuse.
  • Work closely with data scientists, engineers, and business stakeholders to ensure successful AI delivery.
  • Translate complex AI concepts into understandable insights for non-technical audiences.
  • Stay abreast of the latest advancements in AI, ML, and cloud technologies.
  • Evaluate and recommend new tools, frameworks, and methodologies for adoption.

Requirements

  • Education : NQF Level 6 or higher tertiary qualification in Information and Communication Technology (Information Systems or related field).
  • Certifications : Relevant Cloud certification (e.g., Azure, AWS, or Google Cloud AI).
  • Experience : Minimum of 6 years’ experience in a role involving AI architecture, solution design, or AI product management.
  • Strong understanding of AI and ML frameworks (TensorFlow, PyTorch, etc.)
  • Experience with cloud-based AI platforms (Azure AI, AWS AI / ML, GCP AI)
  • Proficiency in data architecture, APIs, and system integration
  • Strong analytical, strategic planning, and communication skills
  • Familiarity with MLOps, DevOps, and model governance best practices
  • Requirements

    NQF Level 6 or higher tertiary qualification in Information and Communication Technology (ICT), Information Systems, Computer Science, or a related field. Cloud Certification (Azure, AWS, or Google Cloud preferred) AI / ML-related certifications (e.g., TensorFlow Developer, AWS Certified Machine Learning, etc.) Minimum years 6 experience in a similar role as an AI Architect, AI Product Manager, or related AI leadership position. Proven experience designing and deploying large-scale AI solutions. Demonstrated experience in developing and managing AI product lifecycles. Experience working with cross-functional technical and business teams. Strong understanding of machine learning, deep learning, NLP, and data science concepts. Proficiency in AI frameworks (TensorFlow, PyTorch, Scikit-learn) and data processing tools. Expertise in cloud-based AI services and architectures. Familiarity with MLOps, data governance, and model lifecycle management. Strong system design, integration, and API management skills.

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    Manager Specialist • Cape Town, WC, za