Job ID: JOB_ID_8641
Role: AI/ML Architect
Key responsibilities include AIML architecture and platform design. 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
- AIML catalogues
- Experiment tracking
- Design for scale across multiple business units with differing data sensitivity, regulatory, and operational needs
Environment and delivery pipeline: Define standard development, validation, and production environments for AIML 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
Special Requirements
Visa constraints: Not specified (implied by 'with visas' in subject, but not detailed). Screening steps: Not specified. Interview modes: Not specified. Domain restrictions: Not specified, but likely related to the business units mentioned in the description.
Compensation & Location
Salary: $80 – $85 per year
Location: Philadelphia, PA
Recruiter / Company – Contact Information
Recruiter / Employer: Tech Mahindra/Comcast
Email: ah_tabassum@aesinc.us.com
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