15h ago

Machine Learning Engineer

Colombia

$150k-$200k / yearest.

full-timemid Remote

🛠 Tech Stack

+4

💼 About This Role

You'll build a world-class ML Ops foundation to scale AI systems for a leading fintech platform. Your work will ensure reliable production serving of credit scoring and generative agents. You'll drive cost-efficient and resilient integrations across core financial products.

🎯 What You'll Do

  • Ensure reliable production serving of ML/AI systems with strong operational excellence.
  • Build and maintain serving and integration layers (APIs, connectors, async patterns).
  • Establish monitoring and reliability mechanisms (dashboards, alerts, KPIs).
  • Enable repeatable delivery via CI/CD, testing, rollback, and runbooks.

📋 Requirements

  • 4-7 years of software engineering experience with at least 3 years in ML Ops or Data Engineering.
  • Expert-level knowledge of AWS, Kubernetes, Airflow/Prefect, and Databricks/Spark.
  • Advanced Python engineering skills with experience in FastAPI or gRPC.
  • Expertise in ML libraries (NumPy, Pandas, scikit-learn) and a deep learning framework (PyTorch or TensorFlow).

✨ Nice to Have

  • Experience with RAG, LangChain/LlamaIndex, and AI agent orchestration.
  • Track record of implementing request batching and model quantization.
  • Experience with Architecture Decision Records (ADRs).

🎁 Benefits & Perks

  • 💰 Competitive compensation
  • 🏖️ Remote work flexibility
  • 📈 Growth opportunities in a fast-paced fintech
  • 🩺 Health benefits
  • 🏢 World-class team and investors
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