Machine Learning Engineer - MLOps Team

Aura Intelligence is a technology company specializing in AI and machine learning solutions.
Machine Learning
Staff Software Engineer
In-Person
7+ years of experience
AI · Enterprise SaaS

Description For Machine Learning Engineer - MLOps Team

Aura Intelligence is seeking a Machine Learning Engineer to join their MLOps team in a fast-paced startup environment. This role focuses on productionizing models and building robust, scalable classification systems. The position offers significant autonomy in driving ML infrastructure evolution from development through deployment. The role involves close collaboration with data scientists and engineers to implement production-grade machine learning pipelines, optimize model deployment, and maintain high-performance systems. Key responsibilities include developing ML pipelines, managing production deployments of various classification models, and building robust MLOps infrastructure. The ideal candidate will have extensive experience in ML engineering, strong expertise in NLP methods, and proven ability in handling large-scale data integration challenges. This role represents an opportunity to make a direct impact on product success while working with cutting-edge ML technologies and infrastructure. The position requires both technical expertise and strong collaborative skills, offering the chance to shape MLOps practices and build scalable ML systems that drive business value.

Last updated 18 minutes ago

Responsibilities For Machine Learning Engineer - MLOps Team

  • Develop and optimize ML pipelines with efficient Python code
  • Deploy and optimize classification models including cross-encoders and transformers
  • Take full responsibility for deployed ML systems including incident response
  • Collaborate with data engineering team for data integration and analysis
  • Build and maintain MLOps infrastructure and CI/CD pipelines
  • Translate research models into production-ready code
  • Manage compute resources and scaling solutions
  • Monitor and validate model inputs/outputs

Requirements For Machine Learning Engineer - MLOps Team

Python
  • 5+ years of hands-on experience in ML engineering with PhD or 7+ years otherwise
  • Strong expertise in NLP methods and tools (transformers, BERT, GPT, LLM)
  • Experience in entity resolution and large-scale data integration
  • Extensive production experience in MLOps
  • Proficiency in Python, PyTorch, TensorFlow
  • Strong SQL skills and experience with data warehouses
  • Experience with AWS and cloud computing
  • Experience with CI/CD practices and testing frameworks
  • Strong problem-solving and communication skills

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