
Senior Data Scientist
3 days ago
Job Overview
We're seeking a seasoned engineer to lead the development of cutting-edge machine learning solutions. You'll play a pivotal role in designing and building innovative generative AI models, leveraging techniques such as RAG, transformers, and other relevant approaches.
Main Responsibilities
- Design and Develop Generative Models: Utilize expertise in generative AI to create complex models that meet specific requirements.
- Fine-tune Pre-trained Models: Adapt pre-trained large language models for targeted tasks and domains.
- Conduct Research and Development: Explore new techniques to enhance model performance and capabilities.
- Apply Software Engineering Best Practices: Ensure ML/generative AI pipelines adhere to rigorous engineering standards.
- Evaluate and Analyze Model Performance: Assess the effectiveness of ML/generative AI models and identify areas for improvement.
- Stay Current with Industry Advancements: Remain up-to-date with the latest developments in generative AI research.
- Facilitate Proof-of-Concept Systems: Collaborate on the development and deployment of proof-of-concept generative AI systems.
Qualifications and Requirements
- Bachelor's/Master's degree in Computer Science, Machine Learning, Artificial Intelligence, or a related field.
- 5+ years of experience in generative AI or related fields.
- Experience in building data pipelines, deploying ML/GenAI models in production, and monitoring their performance.
- Strong programming skills in Python.
- Familiarity with RAG and other techniques for building generative models.
- Extensive experience with Git, Docker, and Linux for server management.
- 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.
About Us
We're a dynamic organization committed to innovation and excellence. We offer a collaborative and supportive work environment that fosters growth and development.
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