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8 hours ago
Goml is seeking a highly skilled Machine Learning Engineer to join its team. As a key member, you will design and develop artificial intelligence models using techniques like RAG and transformers, fine-tune pre-trained large language models, and conduct research on new techniques for improving model performance.
Key Responsibilities:- Develop Advanced Generative AI Models: Design and implement advanced generative AI models using relevant approaches such as RAG and transformers.
- Fine-Tune Pre-Trained Models: Fine-tune pre-trained large language models for specific tasks and domains.
- Conduct Research: Conduct research on new techniques for improving the performance and capabilities of generative AI models.
- Apply Software Engineering Rigor: Apply software engineering rigor and best practices to machine learning /generative AI pipelines.
- Evaluate Model Performance: Evaluate and analyze the performance of ML/generative AI models.
- Stay Up-to-Date: Stay up to date on the latest advancements in generative AI research.
- Deploy Proof-of-Concept Systems: Facilitate the development and deployment of proof-of-concept generative AI systems.
- Education: Bachelor's/Master's degree in Computer Science, Machine Learning, Artificial Intelligence, or a related field.
- Experience: 3-5 years of experience in generative AI or related fields.
- Data Pipelines: Experience in building data pipelines, deploying ML/GenAI models in production, and monitoring their performance.
- Programming Skills: Strong programming skills in Python.
- Techniques and Tools: Familiarity with RAG and other techniques for building generative models, Git, Docker, Linux, cloud-based ecosystems, and ML/GenAI frameworks and tools.
- Soft Skills: Excellent communication and collaboration skills, ability to work independently and in a team-oriented environment, methodical and meticulous towards work and planning.
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