Job Overview

The Senior AI/ML Engineer leads the design and productionization of complex machine learning systems that bridge data science and enterprise applications at scale. They architect feature platforms, training and serving systems, evaluation frameworks, and AI infrastructure while integrating ML models into production environments. They mentor engineers, establish technical standards, and partner with data architects, software engineers, product teams, and customer stakeholders to deliver AI systems that are reliable, scalable, secure, and business-driven.

Core Responsibilities
Lead the design and development of complex machine learning systems, including predictive, prescriptive, classical, deep learning, and ensemble models.
Senior: Architects enterprise-scale ML platforms while balancing accuracy, latency, scalability, and cost.
Lead the design and operation of enterprise feature platforms using Snowpark Feature Store.
Senior: Establishes feature engineering standards, governance, versioning, and reusable feature platform patterns.
Design, optimize,



and operate model training, inference, and serving infrastructure for production ML systems.
Senior: Defines serving architectures, SLAs, deployment strategies, and performance optimization standards.
Design and implement model evaluation frameworks, including golden datasets, A/B testing, shadow deployments, drift detection, fairness evaluation, and continuous model validation.
Senior: Establishes evaluation strategies and production monitoring frameworks across multiple engagements.
Lead the integration of machine learning solutions across Snowflake-native platforms and AWS cloud services.
Senior: Defines enterprise AI architecture while aligning engineering teams around deployment best practices.
Establish MLOps, Responsible AI, governance, monitoring, privacy, security, and compliance standards for production AI systems.
Senior: Defines operational standards, guardrails, model governance, and AI risk m

📌 AI/ML Engineer (Colombia)
🏢 evolv Consulting
📍 Colombia