
AI Model Developer
1 day ago
Overview:
We are seeking an experienced professional to develop and implement advanced AI models.
Key Responsibilities:
- Designing and Developing AI Models: Create architectures, algorithms, and frameworks for generative AI and NLP.
- Implementing AI Models: Build and integrate AI models into existing systems and applications.
- Working with LLMs and Other AI Technologies: Use tools and techniques like LangChain, Haystack, and prompt engineering.
- Data Preprocessing and Analysis: Prepare data for use in AI models.
- Collaborating with Other Teams: Work with data scientists, product managers, and other stakeholders.
- Testing and Deploying AI Models: Evaluate model performance and deploy them to production environments.
- Monitoring and Optimizing AI Models: Track model performance, identify issues, and optimize models for better results.
- Staying Up-to-Date with the Latest Advancements: Learn about new techniques, models, and frameworks.
Required Skills:
- Strong Programming Skills in Python: Python is the preferred language for AI development.
- Knowledge of Generative AI, NLP, and LLMs: Understand the principles behind these technologies and how to use them effectively.
- Experience with RAG Pipelines and Vector Databases: Build and use retrieval-augmented generation pipelines.
- Familiarity with AI Frameworks and Libraries: Knowledge of frameworks like LangChain, Haystack, and open-source libraries.
- Understanding of Prompt Engineering and Tokenization: Optimize prompts and manage tokenization.
- Experience in Integrating and Fine-Tuning AI Models: Deploy and maintain AI models in production environments.
- Excellent Communication and Problem-Solving Skills: Communicate complex technical concepts to non-technical stakeholders.
Optional Skills:
- Experience with Cloud Computing Platforms (GCP, AWS, Azure): Deploy and manage AI models.
- Familiarity with MLOps Practices: Build and deploy AI models in a scalable and reliable manner.
- Experience with DevOps Practices: Automate the development and deployment of AI models.
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