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...
models and services using Docker and manage deployments through Kubernetes or equivalent orchestration tools. Implement... version control, rollback strategies, and observability for latency, drift, and false-positive/false-negative metrics. Edge...
for explainability, interpretability, red‑teaming, bias detection, drift monitoring, and auditability. Partner with Risk, Compliance... frameworks for compliance, drift, bias, hallucinations, and performance degradation. Leadership & Influence Serve as the...
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...
, operationalizing large language models (LLMs), enabling scalable AI services, and ensuring adherence to governance, security...-Augmented Generation (RAG) frameworks. Productionize ML models and enable scalable inference services for enterprise workloads...
like Behave/Cucumber where applicable. Standardize test design patterns (Page Object, Screenplay, fixtures, test data services.../ML teams to validate ML models, including dataset integrity, bias checks, model drift monitoring, and functional/non...
& Biases) MLOps - Experience in Monitoring & Maintenance strategies (Drift detection, retraining strategies);Good...++ or others is a plus Experience in financial services industry especially in Operational Risk Management, Anti-Money Laundering & Know Your Customer...
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...
engineering function-owning platform engineering, reliability, and operations across internal services and CX-facing capabilities... services (DevOps/Cloud, Security/GRC, Data/CMDB, PMO/SPM), reinforcing engineering discipline, quality, and accountability...
. 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...