distribution pipeline across multiple regions. Develop and maintain a configuration drift monitoring system using AWS Lambda...;architecting cloud solutions using AWS services including Lambda, Step Functions, S3 and ECS;automating cloud infrastructure...
cloud services for training, inference, orchestration, and scaling. Ensure cost efficient, secure, and highly available ML.... Monitor model performance, data drift, and system health in production. Technical Leadership Act as technical lead for ML...
, groundedness, hallucination checks), guardrails, and citations. Productionize on AWS: leverage services like Bedrock (Agents... reliably at scale: implement caching, rate-limit management, queueing, idempotency, and backoff;proactively detect drift...
with employees and/or clients WHAT YOU WILL BE DOING Design and develop Python-based tooling, scripts, and services to automate... and operate Ansible roles and playbooks for configuration, patching, compliance baselines, application deployment, and drift...
. Implement ML solutions using cloud AI platforms such as AWS, Azure, or GCP. Leverage managed cloud services for training... for continuous delivery and lifecycle management. Monitor model performance, data drift, and system health in production. Provide...
applications Hands-on experience with AWS services such as: SageMaker Lambda DynamoDB / Postgres CloudFormation / CDK... workloads Exposure to financial systems, capital markets, or regulated environments Knowledge of Feature stores Model drift...
8 Observability & Operations (monitoring, logging, availability, incident response, model drift) Job Description: Cloud..., encompassing network, compute, storage, IAM, monitoring, AI/ML services, and Dev/Test/Prod environment patterns. Define end to end...
with employees and/or clients WHAT YOU WILL BE DOING Design and develop Python-based tooling, scripts, and services to automate... and operate Ansible roles and playbooks for configuration, patching, compliance baselines, application deployment, and drift...
teams for seamless integration Deployment & MLOps Deploy models using Docker, Kubernetes, or cloud AI services... Implement CI/CD pipelines for ML workflows Monitor model performance, drift, and reliability in production Cloud & Platform...
drift/performance monitoring. Operational Mindset: Incident response for model services, SLOs, dashboards, runbooks... like Databricks and Palantir to visualize key model metrics like model drift, Shapley values etc. Productionize ML: Build repeatable...