
Optimize AI Model Performance
5 days ago
Job Overview :
We are seeking a highly experienced AI model optimization specialist to develop, refine and manage effective models for our clients. You will be instrumental in enhancing AI-driven solutions by optimizing interactions with large language models.
Key Responsibilities :
- Design, develop and refine effective models for various AI components, including OpenAI models and Document Intelligence services.
- Iterate on and refine models based on performance, user feedback and specific business objectives to improve accuracy, relevance and efficiency of AI outputs.
- Utilize Python extensively for scripting, data manipulation and interacting with AI models and APIs.
- Work with various AI/ML libraries such as PyTorch and LangChain to develop and integrate AI-driven solutions.
- Manage and optimize API Management for secure and efficient interaction with AI services.
- Work with NoSQL databases, specifically Cosmos DB and/or MongoDB, for storing and managing AI-related data and model configurations.
- Operate and manage resources within the Azure Portal, configuring and overseeing cloud services pertinent to AI and model engineering.
- Implement and monitor AI application performance using observability tools like Grafana.
Required Qualifications :
- 8-14 years of experience in a role focusing on AI/ML development, data science or model engineering.
- Proven experience with AI components, specifically OpenAI models and Document Intelligence.
- Hands-on experience with AI/ML libraries such as PyTorch and LangChain.
- Strong proficiency in Python programming.
- Experience with API Management strategies and tools.
- Demonstrated ability to create and refine effective models for large language models.
- Experience with NoSQL databases, including Cosmos DB and/or MongoDB.
- Practical experience working within the Azure Portal.
- Familiarity with Azure DevOps for project and code management.
- Experience with monitoring tools like Grafana.
- Strong analytical and problem-solving skills, particularly in the context of AI model behavior and output.
- Excellent written and verbal communication skills to articulate model strategies and results.
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