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Machine Learning Engineer IV

IndiaFull-time6–11 yrsPosted 2 months ago

Senior data science role at Avalara. Needs 6+ years.

About the role

In this role, reporting to the [Sr Manager, Machine Learning, you will join our AI and ML team to help turn cutting-edge AI techniques into reliable, secure, and scalable systems. You will play a key part in improving automation quality, product capabilities, and developer velocity by building intelligent systems that move beyond prototypes into real-world production impact.

What you'll do

  • Be Design, build, and improve production ML systems for classification, document understanding, retrieval, and AI-powered automation
  • Fine-tune and evaluate transformer-based models, small language models, and other ML approaches for practical business use cases
  • Build and optimize real-time inference services, batch-processing pipelines, APIs, and model-serving workflows
  • Develop evaluation frameworks to measure model quality, accuracy, latency, reliability, cost, and failure modes
  • Contribute to GenAI platform capabilities such as RAG, embeddings, prompt systems, document ingestion, and agent workflows

What you need

  • Machine learning
  • Python
  • LLMs
  • NLP
  • Prototyping

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