We are seeking a highly skilled Machine Learning Engineer (MLE).
** REMOTE FROM MEXICO OR BRAZIL ONLY!!!!******
The ideal candidate will play a critical role in deploying and operationalizing advanced machine learning models, integrating GPT-based services, and managing infrastructure across environments. This role requires expertise in Python, AWS services, and MLOps, with a focus on model deployment, observability, and performance optimization.
Technical Requirements
Must-Have Skills
* Python (proficient)
* AWS Lambda Functions
* AWS API Gateway
* Jenkins or similar CI/CD tools
* Experience deploying models for inference across environments
* Strong understanding of security best practices
Cloud & Infrastructure
* AWS Infrastructure (general expertise)
* Terraform (IaC)
* AWS SageMaker (model training and deployment)
* AWS OpenSearch (Vector Databases)
* Observability tools: Dynatrace, Splunk
* Basic understanding of cybersecurity (firewalls, certificates)
AI & ML Platform
* Experience with GPT APIs (costs, tokens, usage, contracts)
* OpenAI API integrations (connectivity and implementation)
* Large Language Models (LLMs) understanding
* Databricks (including job clusters, interactive clusters)
* Unity Catalog (data governance and access management)
* MLflow (for model lifecycle tracking)
Daily Responsibilities
* Deploy ML models across dev, staging, and production environments
* Make ML models available for real-time inference
* Develop and deploy API-based ML services, including home-grown and GPT-backed models
* Review and validate Data Science code before deployment
* Implement and enforce security best practices
* Monitor performance, model cost, availability, and drift
* Manage and renew API keys, certificates, and credentials
* Provide reports on model usage, API cost, and drift analysis
* Ensure systems are functional and available during off-hours (USA time zone)
Soft Skills & Communication
* Strong verbal and written communication with Data Scientists and Product Leaders
* Proactive and collaborative across cross-functional teams
* Ability to manage urgent priorities and operate with a sense of urgency
* Comfortable providing insights and updates to stakeholders