Allstate · 2 weeks ago
Applied Machine Learning Engineer Senior Consultant II
Allstate is a company dedicated to protecting families and their belongings from life’s uncertainties. They are seeking a Senior Consultant II to contribute to the development of AI-driven solutions, focusing on integrating advanced machine learning and AI technologies into business applications.
BankingFinanceFinancial ServicesInsuranceInsurTechVenture Capital
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
Explore multi-modal AI systems and agentic AI frameworks for advanced capabilities
Leverage tools like GitHub Copilot and agentic AI for code reviews, unit testing, and pull requests
Leverage APM tools like DataDog to enhance Observability posture for your application
Collaborate with platform consultants, product engineers, and digital product managers to integrate AI solutions
Implement best practices for model deployment, scaling, versioning, and monitoring
Qualification
Required
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
4 years Bachelors degree
Preferred
Exposure to multi-modal AI systems and agentic AI frameworks
Experience with MLOps workflows and cloud deployment (Azure/AI Foundry preferred)
Strong problem-solving and debugging skills
Company
Allstate
Allstate is an insurance company that offers car, home, and life insurance services. It is a sub-organization of Allstate.
Funding
Current Stage
Public CompanyTotal Funding
$500M2024-06-24Post Ipo Debt· $500M
2014-01-13Post Ipo Equity
1993-06-11IPO
Leadership Team
Recent News
2026-01-09
2025-12-20
2025-11-27
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