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Allstate · 2 weeks ago

Applied Machine Learning Engineer Expert

United States

Full-time

Remote

Senior Level, Lead/Staff

$160K/yr - $235K/yr

4+ years exp

Allstate is a company dedicated to protecting families and their belongings from life's uncertainties. They are seeking an Applied Machine Learning Engineer Expert to take charge of technical aspects in machine learning and AI integration, contributing to the development of innovative digital products and solutions.

BankingFinanceFinancial ServicesInsuranceInsurTechVenture Capital

No H1B

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

Develop and maintain scalable data pipelines for ingestion, processing, and feature engineering

Ensure compliance with ethical AI standards and data governance as per Allstate standards

Qualification

Java Spring BootPythonGenerative AIRESTful APIsMicroservices architectureMLOpsNatural Language ProcessingMachine LearningAI FrameworksProblem-solving skills