Senior Applied Machine Learning Engineer

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2 days ago

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Allstate

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Insurance • Finance • Non-profit

Allstate is an industry leader in providing insurance solutions, focusing on home, auto, device, and identity protection. With a commitment to customer well-being, Allstate aims to instill peace of mind and financial security for its customers. The company also emphasizes community impact and sustainability through various initiatives, showcasing their dedication to social responsibility and positive change.

10,000+ employees

Founded 1931

💸 Finance

🤝 Non-profit

💰 Post-IPO Equity on 2014-01

📋 Description

• 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. • Explore multi-modal AI systems and agentic AI frameworks for advanced capabilities. • Collaborate with platform consultants, product engineers, and digital product managers to integrate AI solutions.

🎯 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.