
Intelligent Systems Developer
4 days ago
We are seeking a highly skilled Machine Learning Engineer to join our team.
About the Role:
The successful candidate will design, develop and deploy advanced machine learning models to solve complex business problems. This is an excellent opportunity for a talented individual to work with cutting-edge technologies and contribute to the growth of our organization.
Key Responsibilities:
- Design and implement generative AI models using techniques like RAG, transformers, and other relevant approaches.
- Fine-tune pre-trained LLMs for specific tasks and domains.
- Conduct research on new techniques for improving the performance and capabilities of generative AI models.
- Apply software engineering rigor and best practices to machine learning/generative AI pipelines.
- Evaluate and analyze the performance of ML/generative AI models.
- Stay up-to-date on the latest advancements in generative AI research.
- Facilitate the development and deployment of proof-of-concept Generative AI systems.
Requirements:
- Bachelor's/Master's degree in Computer Science, Machine Learning, Artificial Intelligence, or a related field.
- 3-5 years of experience in generative AI or related fields.
- Experience in building data pipelines, deploying ML/GenAI models in production, and monitoring and maintaining their performance.
- Strong programming skills in Python.
- Familiarity with RAG and other techniques for building generative models.
- Extensive experience with Git, Docker and a good understanding of Linux for managing servers.
- Experience with cloud-based ecosystems, especially AWS ML/GenAI services.
- Exposure to ML/GenAI frameworks and tools.
- 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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