
Senior AI Model Designer
2 days ago
We are seeking a highly skilled and experienced Senior AI Model Designer to join our team. As a key member of our engineering team, you will be responsible for designing and developing innovative AI models that meet the needs of our customers.
Main Responsibilities:
- Designing and Developing AI Models: Creating architectures, algorithms, and frameworks for generative AI.
- Implementing AI Models: Building and integrating AI models into existing systems and applications.
- Working with LLMs and Other AI Technologies: Utilizing tools and techniques like LangChain, Haystack, and prompt engineering to improve model performance.
- Data Preprocessing and Analysis: Preparing data for use in AI models to ensure accuracy and reliability.
- Collaborating with Cross-Functional Teams: Working closely with data scientists, product managers, and other stakeholders to achieve business objectives.
- Testing and Deploying AI Models: Evaluating model performance and deploying them to production environments to maximize impact.
- Monitoring and Optimizing AI Models: Tracking model performance, identifying areas for improvement, and optimizing models for better results.
Required Skills and Qualifications:
- Strong Programming Skills in Python: Proficiency in Python programming is essential for AI development.
- Knowledge of Generative AI, NLP, and LLMs: Understanding the principles behind these technologies and how to apply them effectively.
- Experience with RAG Pipelines and Vector Databases: Familiarity with building and using retrieval-augmented generation pipelines to enhance model performance.
- Familiarity with AI Frameworks and Libraries: Knowledge of popular AI frameworks and libraries such as LangChain, Haystack, and open-source alternatives.
- Understanding of Prompt Engineering and Tokenization: Ability to optimize prompts and manage tokenization to improve model accuracy.
- Experience in Integrating and Fine-Tuning AI Models: Proven experience in deploying and maintaining AI models in production environments.
Bonus Requirements:
- Experience with Cloud Computing Platforms (GCP, AWS, Azure): Helpful for deploying and managing AI models at scale.
- Familiarity with MLOps Practices: Knowledge of building and deploying AI models in a scalable and reliable manner.
- Experience with DevOps Practices: Ability to automate the development and deployment of AI models.
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