Heidelberg Materials Digital Hub

  • Accra
  • Heidelberg Materials Digital Hub
Job Description:

  • Responsibilities

    ·      Work on generative AI Use cases by designing an efficient prompt design and modular, maintainable code

    ·      Write maintainable code according to our coding and security guidelines

    ·      Conduct (LL)MLOps, test-driven and QA-ensured development

    ·      Follow the CI/CD process and collaborate with team members using version control & pull requests

    ·      Constantly learn about the relevant technological developments such as GPT-4, LLMOps, NLP, MLFlow on Azure and Databricks

    ·      Write code mainly in python, pyspark and C#

    ·      Research and test various Generative AI algorithms and develop scalable machine learning solutions and architecture

    ·      Build business solutions based on OpenAI leveraging the capabilities of NLP

    ·      Contribute to the development of our cloud-based platform

    ·      Build robust and scalable integrations (e.g. via secure API endpoints)

    Qualifications

    Bachelor’s or Master’s degree in Computer Science, Mathematics, or similar

    –         2+ years in machine learning or deep learning

    –         Strong programming skills in Python and experience with machine learning libraries such as TensorFlow, PyTorch, and Keras

    –         Understanding of generative AI models such as GANs, VAEs, and RNNs

    –      Experience with cloud computing platforms such as AWS, GCP, or preferably

    Azure

    –         Databricks experience is a plus

    –         Strong problem-solving skills and ability to work independently and in a team environment

    –         Strong analytical and problem-solving skills

    –         Strong, proactive team-player

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