Senior AI Developer
Prorec Resource Solutions, LLC · Mechanicsburg, PA · 2 wk ago
RemoteRemoteInformation TechnologyFull-time
Primary Responsibilities
- Develop real time inference calls to a large language model service hosted in Azure.
- Develop low latency lightweight NLP algorithms for keyword flagging.
- Write clear documentation of how the system works.
- Explain the system to non-technical audiences.
Required Technical Skills
- Python
- Azure
- Generative AI API
- Framewor
- System Design
- Real time inference calls to a large language model service hosted in Azure
- Low latency lightweight NLP algorithms for keyword flagging
- Significant level of autonomy and unilateral decision making in architecture design
- Write clear documentation of how the system works
- Explain the system to non-technical audiences
Preferred Qualifications
- Familiarity with call center platforms like Genesys API best practices
- Integrating LLM API calls from Azure Foundry to a website interface via a RESTful design
- Experience in translating unstructured data to structured form fields via JSON structured design or using structured output functionality in Azure Foundry
- Understanding model deployment best practices for context creation, latency constraints, and token auditing
- Familiarity with natural language processing methods such as bag-of-words and word embeddings for representations
- An understanding of applying natural language processing techniques to conversational turns such as call transcripts or debates
- Traditional machine learning and analytics
- Multi-cloud environment and network security
- Experience in sensitive and highly regulated domains such as child welfare, health, or national security that instill an attention to data and PII best practices