Associate Technical Architect - ML

Overview

Associate Technical Architect for Machine Learning, responsible for designing and developing advanced ML models and algorithms to solve complex business problems.

What you'll do

• Design and develop advanced machine learning models and algorithms.
• Optimize and deploy ML models on AWS infrastructure.
• Implement AWS cloud ML solutions for training and inference.
• Develop LLM-enabled application components using Langchain.
• Use GenAI frameworks such as Vertex AI, OpenAI, and AWS Bedrock.
• Fine-tune large language models, including Llama2.
• Build RAG architectures using vector indexing such as OpenSearch or Elasticsearch.

What you'll need

• 8+ years of relevant hands-on technical experience implementing and developing cloud ML solutions on AWS.
• Hands-on experience with AWS Machine Learning services.
• Experience with AWS SageMaker, including training jobs and real-time and batch inference, plus processing jobs.
• Experience developing applications using Langchain.
• Experience using GenAI frameworks including Vertex AI, OpenAI, and AWS Bedrock.
• Hands-on experience fine-tuning large language models/Generative AI, specifically Llama2.
• Experience with RAG architecture and vector indexing with OpenSearch or Elasticsearch.

Details

• Location: Remote (Canada).