monitoring and observability to manage drift, bias, fairness, and performance, with clear processes for escalation and retraining... under tight timelines. · Track record of delivering enterprise-ready AI services, agents, and APIs that are adopted and reused...
validation and production stability. Implement model performance monitoring (e.g., drift detection, data quality checks..., and data science teams to define SLIs/SLOs for ML services and improve system performance, stability, and usability. Conduct...
, and observability. ·Implementing CI/CD for ML services, writing infrastructure as code, and monitoring for model/data drift... on a GCP-first stack. ·Building and maintaining production ML pipelines and services for non-GenAI use cases e.g. recommender...
, rights are upheld, and services remain accountable. If you are a confident and experienced practitioner... and challenging delays or drift in decision-making. Maintain independence while working collaboratively with social workers, carers...
drift, bias, hallucination and safety events. Implement security, compliance, and privacy-by-design for AI systems (PII..., deploying and using on premise open source technology stacks. Proficiency in Azure Cognitive Services, which includes Azure...
mission to create real impact. Whether we’re transforming digital services for millions, delivering cutting-edge Workday... evaluation, and monitoring using metrics (e.g. precision, recall, NDCG and drift detection). Strong Python skills...