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We are looking for a seasoned Python Machine Learning Engineer who is proficient in designing, developing, and deploying cutting-edge Machine Learning models and NLP applications.
The role will involve leveraging your expertise in LLMs to drive a variety of Python projects, ranging from chatbots and question-answering systems to content generation.
Responsibilities
- Design, construct, and implement Machine Learning models and applications leveraging Python
- Investigate and provide insights on LLMs across various platforms including chatbots, question-answering systems, and content generation
- Work alongside multidisciplinary teams to define project necessities, deliver high-quality solutions, and ensure cohesive integration with existing infrastructures
- Tune and enhance LLM models to improve performance, efficiency, and precision
- Produce and update documentation related to developed solutions, providing clear and detailed reports on technical functionalities and system specifications
- Identify and rectify challenges with LLM in production environments to uphold strong reliability and performance
Requirements
- 3+ years in Python development and Machine Learning engineering
- Background in software engineering principles, such as design architectures and code enhancement techniques
- Robust coding capabilities in Python featuring high-performance algorithms
- Proficiency in working with advanced LLMs, and familiarity with NLP frameworks like Hugging Face Transformers, PyTorch/JAX
- Understanding of cloud services platforms, like AWS, Azure, or GCP
- Portfolio of LLMOps projects, e.g., Auto-GPT, Langchain, LlamaIndex, VectorDBs
- Deep knowledge of statistical methodologies and analytics
- Familiarity with version control tools such as Git
- English language proficiency at an Upper-Intermediate level (B2) or higher
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