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Machine Learning Engineer IV

Avalara

Pune

6+ years

1 day ago

$48.2K–77.1K/yr

Full-time

Remote

Skills Required

LLM

RAG

Gen AI

Embeddings

Information Retrieval

Transformers

Python

Machine Learning

NLP

Backend Services

APIs

Distributed Systems

Document AI

Model Serving

Batch Processing

Description

Avalara is hiring for an AI and ML role focused on turning advanced AI techniques into reliable, secure, and scalable production systems. The work centers on improving automation quality, product capabilities, and developer velocity through applied AI.

Company: Avalara

Location: Remote

Experience

6+ years of experience in machine learning engineering, applied ML, NLP, information retrieval, GenAI, or production AI systems
Solid software engineering skills in Python
Experience building backend services, APIs, or distributed systems
Experience building, evaluating, and deploying ML models in production environments




Ability to work across ambiguous business and technical problems and convert them into measurable ML improvements
Strong collaboration and communication skills across engineering, product, and domain stakeholders

Qualification

B.E. in Computer Science, Engineering, or a related technical field

Responsibilities

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
Productionize ML and LLM-powered services with strong reliability, observability, security,

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