Machine Learning Engineer (all genders)
Core
Developing, deploying, and operating production-ready ML solutions in the cloud for a global dating platform.
Role type
Machine Learning Engineer
Builds
Production ML systems, AI Agents, and orchestration workflows for a dating app
Domain
Dating & Social Networking / Machine Learning
Deliverable
production ML models
Required skills
Python, Docker, AWS or GCP, Machine Learning fundamentals, NLP, Model Evaluation, End-to-End ML Pipelines, Big Data, SQL
Preferred skills
NoSQL, Distributed Processing, Streaming, LLM applications, Agent Orchestration, Cloud Security, Operations, Mentoring
Technologies
Python, Docker, AWS, GCP, SQL, NoSQL
Responsibilities
Develop, implement, deploy, and improve ML models from prototype to production; Build reproducible data and ML pipelines; Containerize ML services and batch jobs; Deploy and operate ML solutions; Monitor, analyze, and stabilize models in production; Develop and maintain AI Agents and orchestration workflows; Conduct code reviews and mentor team members
Seniority
Mid-Senior, hands-on IC