10 Aug
|
ATLAS Enterprise Software
|
Jammu
10 Aug
ATLAS Enterprise Software
Jammu
Machine Learning Ops Manager (Remote)
We are seeking a Machine Learning Ops Manager to build and scale the infrastructure powering our intelligent platform.
Role Description
In this role, you will lead the development of machine learning and AI systems that drive automation, workflow optimization, and decision support across the CRT order lifecycle—from referral intake and documentation validation to insurance authorization and billing.
You will own the architecture and scalability of ML systems that support real-world healthcare operations. This includes building pipelines that can handle increasing data complexity, improving model performance in production, and enabling rapid iteration of AI-driven features that reduce inefficiencies and compliance risk.
Responsibilities
Architect, design, and scale ML systems that support high-volume, workflow-driven healthcare operations.
Build and maintain infrastructure for model training, evaluation, deployment, and monitoring across the ATLAS platform.
Develop robust data pipelines that power ML models used in documentation validation,
workflow automation, and operational intelligence.
Partner closely with ML engineers, software engineers, and product teams to integrate models seamlessly into real-world CRT workflows.
Establish best practices for ML lifecycle management, including CI/CD, versioning, and reproducibility.
Monitor system performance, troubleshoot production issues, and continuously optimize for reliability, scalability, and efficiency.
Create tools and frameworks for evaluating ML and AI model performance, including both offline testing and real-time production feedback.
Drive improvements in observability, including logging, metrics, tracing, and model performance monitoring.
Candidate Qualifications
5+ years of experience in ML infrastructure, deployment, and scaling models in production environments.
Strong software engineering skills with proficiency in Python and contemporary backend technologies.
Experi
📌 Machine Learning Ops Manager (Jammu)
🏢 ATLAS Enterprise Software
📍 Jammu