NEWPosted 4 hours ago
Job ID: JOB_ID_8485
About the Role:
We are seeking an experienced AI/ML Architect to join our team. This role is crucial for defining and implementing end-to-end AI/ML architectures, establishing standards, and assessing the need for shared platform capabilities. You will be instrumental in designing scalable and robust AI/ML solutions.
Key Responsibilities:
- Define and design end-to-end AI/ML reference architecture, from data injection through model serving and monitoring.
- Establish standards for data storage, access patterns, and lineage, including the separation of raw, curated, and feature-ready data.
- Assess and define the need for shared platform capabilities such as feature stores, model registries, AI/ML catalogs, and experiment tracking.
- Design for scale across multiple business units with differing data sensitivity, regulatory, and operational needs.
- Define standard development, validation, and production environments for AI/ML workloads.
- Design a repeatable ML delivery pipeline covering model development and training, validation, approval and promotion, deployment (batch and/or real time), and monitoring (drift detection and retraining).
- Establish CI/CD (and continuous training where appropriate) best practices for ML systems.
Experience and Skills:
- 15+ years of overall experience with a strong focus on MLOps.
- Proven experience in AI/ML architecture and platform design.
- Expertise in data storage, access patterns, and lineage management.
- Familiarity with shared platform capabilities like feature stores, model registries, and experiment tracking.
- Experience designing for scalability and diverse business unit needs.
- Knowledge of development, validation, and production environments for AI/ML.
- Experience with ML delivery pipelines, including CI/CD and continuous training.
Special Requirements
Onsite
Compensation & Location
Salary: $150,000 – $200,000 per year (Estimated)
Location: Philadelphia, PA
Recruiter / Company – Contact Information
Recruiter / Employer: Agile Enterprise Solutions Inc.
Email: hanshaik1407@gmail.com
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