NEWPosted 4 hours ago
Job ID: JOB_ID_10205
About the Role:
We are seeking a highly experienced AI/ML Architect to join our team. This role is crucial for defining and designing the end-to-end AI/ML architecture and platform. You will be responsible for establishing standards, assessing needs for shared platform capabilities, and designing a repeatable ML delivery pipeline.
Key Responsibilities:
- Define the 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 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 catalogues
- 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)
- 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 ML Ops.
- Proven experience in AI/ML architecture and platform design.
- Expertise in defining and implementing ML delivery pipelines.
- Familiarity with cloud-based AI/ML platforms and services.
- Strong understanding of data governance, security, and regulatory compliance in AI/ML contexts.
- Excellent communication and leadership skills.
Location:
Philadelphia, PA (Onsite)
Employment Type:
Onsite
Compensation & Location
Salary: $150,000 – $200,000 per year
Location: Philadelphia, PA
Recruiter / Company – Contact Information
Recruiter / Employer: Agile Enterprise Solutions Inc.
Email: pathanshaik1407@gmail.com
Recruiter Notice:
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