Senior AWS AI/ML Developer

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November 12

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Compass

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Real Estate • Media

Compass is a real-estate-focused content and services site that provides detailed market analysis, buying/selling/renting guides, mortgage and financing information, and home improvement and renovation advice. The site offers resources for homebuyers, sellers, renters, agents, and real estate investors — including articles on appraisals, affordable housing, investment strategies, staging and property maintenance. Compass aims to help users make informed decisions across the housing lifecycle through timely market updates and practical how-to content.

10,000+ employees

🏠 Real Estate

📱 Media

📋 Description

• Develop artificial intelligence solutions, from implementing business logic to evaluating data quality and consistency; • Design and optimize NLP, NLU, LLMs and foundation models, ensuring accuracy and scalability; • Build pipelines for extracting, consolidating and consuming data that feed agents' persistent memory; • Conduct A/B tests to validate solution performance and impact (e.g., conversion, search-to-cart and cart-to-order flows); • Produce technical and functional documentation, proposing continuous improvements to processes and solutions; • Collaborate with multidisciplinary teams to implement, validate and monitor AI models in production environments; • Stay up to date on trends and advances in AI, machine learning and cloud computing.

🎯 Requirements

• Languages: Node.js and/or Python • Artificial Intelligence: NLP, NLU, LLMs, Foundation Models, Machine Learning • Frameworks: TensorFlow, Keras, PyTorch (desirable) • Cloud: AWS (CloudFormation, CloudWatch, IAM, EKS, Kinesis, Secrets Manager, Bedrock) • APIs and Protocols: experience integrating, consuming and mapping RESTful APIs and Webhooks • Experience with data pipelines and serverless solutions • Familiarity with intelligent agent architectures and conversational solutions is a plus