Senior Machine Learning Solutions Architect
Core
Architect end-to-end machine learning solutions, defining data flows and architectural patterns to enable production-grade ML, analytics, and AI use cases for personalization, marketing, and real-time decisioning.
Role type
Senior Machine Learning Solutions Architect
Builds
Production-grade ML systems, feature pipelines, model serving frameworks, and scalable data access patterns
Domain
Financial services, Machine Learning, Data Architecture
Deliverable
production ML models
Required skills
Data architecture, distributed systems, feature engineering, model training pipelines, MLOps, experimentation workflows, model evaluation, API design, real-time data processing
Preferred skills
Personalization systems, marketing activation, event-driven architectures, scaling experimentation to production
Technologies
AWS, Snowflake, Databricks
Responsibilities
Design and standardize data flows for ML and analytics; Define architectural patterns for feature engineering and model training; Establish MLOps patterns for deployment and monitoring; Build reusable capabilities like feature pipelines and serving frameworks; Expose ML outputs via APIs and batch/real-time services; Partner with data scientists to remove friction between experimentation and production
Seniority
Senior, hands-on IC
