At Allstate, the business problem is to protect families and their belongings from life's uncertainties by leveraging innovative technology. This specific role aims to build next-generation AI-driven solutions by integrating cutting-edge AI into innovative digital products and services.
Requirements
- 3+ years of backend development experience using Java Spring Boot / Python.
- Strong understanding of RESTful APIs, microservices architecture, and asynchronous processing.
- Experience working with Generative AI APIs and/or open-source models.
- Knowledge of LangChain, LLM orchestration, and prompt engineering.
- Experience with MLOps workflows and cloud deployment (Azure/AI Foundry preferred).
- Exposure to multi-modal AI systems and agentic AI frameworks.
- Leverage tools like GitHub Copilot and agentic AI for code reviews, unit testing, and pull requests.
Responsibilities
- Build secure, scalable, and high-performance microservices and applications using Java Spring Boot / Python.
- Design and maintain RESTful APIs and microservices architecture with asynchronous processing.
- Deploy and manage applications on cloud platforms, preferably Microsoft Azure.
- Integrate and deploy Generative AI models (e.g., OpenAI, Hugging Face, LangChain) into production environments.
- Optimize LLMs for specific use cases and implement RAG (Retrieval-Augmented Generation) pipelines.
- Work with embedding models, vector databases, and prompt engineering techniques.
- Implement best practices for model deployment, scaling, versioning, and monitoring.
Other
- The candidate(s) offered this position will be required to submit to a background investigation.
- Allstate generally does not sponsor individuals for employment-based visas for this position.
- Strong problem-solving and debugging skills.
- Collaborate with platform consultants, product engineers, and digital product managers to integrate AI solutions.
- Leverage APM tools like DataDog to enhance Observability posture for your application.
