RX2 Solutions ยท 1 week ago
AWS ML/MLOps Consultant
United States
Full-time
Remote
Mid LevelRX2 Solutions is looking for an AWS ML/MLOps Consultant to support the development of a cloud-based MLOps capability for industrial equipment monitoring. The role focuses on enhancing model performance, ensuring production reliability, and delivering scalable batch inference solutions in an AWS environment.
ConsultingRecruitingStaffing Agency
Responsibilities
Design and implement reusable feature engineering pipelines, including mechanisms to monitor data and model drift
Improve the robustness, performance, and stability of existing anomaly detection models operating in production
Partner with subject matter experts to validate model results and ensure alignment with real-world operational needs
Establish tooling for experiment management, model versioning, and artifact storage to support repeatable ML workflows
Build and deploy batch inference pipelines leveraging managed AWS services
Connect model outputs to reporting, visualization, and alerting platforms for operational visibility
Qualification
Required
Demonstrated experience delivering and supporting machine learning systems in production environments
Experience designing and deploying batch-based inference workloads at scale
Strong hands-on expertise with AWS services commonly used for MLOps, including SageMaker, ECS, and Step Functions
Background in building end-to-end ML pipelines, from data ingestion through deployment and monitoring
Working knowledge of gradient boosting frameworks such as LightGBM and XGBoost
Preferred
Prior exposure to industrial, energy, or asset performance monitoring use cases is a plus
Company
RX2 Solutions
RX2 Solutions is a consulting firm that offers customized staff augmentation and talent acquisition solutions.
Founded in 2018
11-50 employees
Funding
Current Stage
Early StageLeadership Team
Robert Graham
Managing Partner & Co-Founder
Ross Rosner
Managing Partner & Co-Founder
Company data provided by crunchbase