Advanced Machine Learning Professional
Há 24 horas
Machine Learning Developer
Job Description:As a junior machine learning developer, you will be responsible for creating high-quality software using clear and concise code.
Key Responsibilities:- Design and implement machine learning models using Python and its libraries such as NumPy, Pandas, and Scikit-learn.
- Develop skills in deep learning frameworks like TensorFlow or PyTorch.
- Understand fundamental concepts of machine learning (supervised vs. unsupervised learning, regression, classification).
- Familiarize yourself with retrieval augmented generation (RAG) architecture and fine-tuning large language models (LLMs).
- Work with databases like PostgreSQL, MySQL, and MongoDB for data storage and extraction.
- Develop simple database queries and manipulate data for ML models.
- Integrate ML models into applications and deploy them using CI/CD pipelines.
- Good understanding of Python programming language.
- Basic knowledge of machine learning concepts and algorithms.
- Experience with Git version control and collaborative workflows.
- Understanding of testing and debugging techniques for ML code.
- Nice to have: DevOps and cloud experience, security best practices, personal ML projects, Kaggle participation, or open-source contributions.
- Collaboration and communication skills.
- Problem-solving and initiative.
- Adaptability and continuous learning.
Language Requirements: Good spoken and written English is required.
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