AI Python Architect
Purple Drive Technologies
Skill Requirements
Must have:
- Advanced programming knowledge, including mastery of programming languages such as Python, and especially AI-centric libraries like TensorFlow, PyTorch.
- Natural language processing (NLP) for text generation projects. This includes familiarity with techniques for text parsing, sentiment analysis, and the use of transformers like GPT (generative pre-trained transformer) models.
- Data management knowledge, including data pre-processing, augmentation, and generation of synthetic data. This involves cleaning, labeling, and augmenting data to train and improve AI models.
- Proven experience with building and fine-tuning AI/ML models.
- Solid understanding of machine learning algorithms and data pre-processing techniques.
- Gen AI/ML developer specializing in designing, developing, managing AI and Python tech lead.
- Excellent problem-solving, analytical, and creative thinking skills.
Experience Required
Prior experience with building RAG systems is a plus. Responsible for writing and maintaining Python code, integrating with various APIs, and working with SQL databases. Collaborate with other developers, testers, and stakeholders to ensure the quality and functionality of our product.
Responsibilities
- Develop, test, and debug Python code using AI/ML knowledge.
- Work on AI generative models using NLP.
- Use Gitlab for version control and code review.
- Work with SQL databases and perform data analysis and manipulation.
- Write system, unit, and integration tests using pytest or similar frameworks.
- Follow coding standards and best practices.
- Document code and API specifications.
- Communicate and coordinate with other developers, testers, and stakeholders.
Expertise level
Work arrangement
Key skills
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