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Gauteng: Machine Learning Integrator (Entry) posted by Liyema Consulting

Date 2024-09-17
Job Title Machine Learning Integrator (Entry)
Employer Liyema Consulting
More Information
Salary 0
Category It Computer
Location Gauteng
/ Gauteng

Job Summary

Key Competencies : 

  • experience with generative AI and prompt engineering
  • Agile Working Model (AWM) Charter
  • IaaS / PaaS
  • Azure Cloud
  • Databases/Cosmos & PostgreSQL (Microsoft SQL)
  • Docker / Kubernetes & Micro-Services
  • AKS infrastructure services
  • ArgoCD (General GitOps experience advantageous)
  • Terraform language knowledge
  • Linux (Primarily Ubuntu)
  • Microsoft Windows (Workstations)
  • Code versioning (Understanding of Git)
  • TensorFlow, PyTorch, Keras, Sci-Kit Learn, Apache MXNet, H2O.ai

 

Responsibilities:

  • Develop and implement machine learning models and algorithms to solve complex business problems.
  • Collaborate with cross-functional teams to define project requirements and deliver high-quality solutions.
  • Leverage Azure cloud platform to build and deploy scalable machine learning solutions.
  • Utilize DevOps practices and tools to streamline the development and deployment process.
  • Stay up-to-date with the latest advancements in machine learning and AI.

Essential Skills:

  • Strong understanding of machine learning concepts and algorithms (deep learning, reinforcement learning, natural language processing, etc.)
  • Proficiency in Python programming language and machine learning frameworks (TensorFlow, PyTorch, Keras, etc.)
  • Experience with ETL, data preprocessing, and feature engineering.
  • Expertise in Azure cloud services (IaaS/PaaS) and infrastructure components (virtual networks, databases, etc.).
  • Knowledge of containerization technologies (Docker, Kubernetes) and orchestration platforms (AKS).
  • Experience with DevOps practices and tools (Azure DevOps, Git, Terraform).
  • Strong problem-solving and analytical skills.

Advantageous Skills:

  • Experience with automation tools and scripting languages (Python, Bash).
  • Agile development methodologies.
  • Knowledge of additional cloud platforms and services.
  • Experience with big data technologies.
  • Strong communication and interpersonal skills.

Machine Learning Integrator (Entry) position available in Gauteng, Gauteng. This job position was posted by Liyema Consulting. The job has been posted as a char8000 ad on 2024-09-17 at 01:07:34 in the It Computer category

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