ML Data Engineer

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November 25

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Titan AI

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Building mobile RPG Games with AI ✨ Companions 🤖. First game: Hell Rush is coming in July 2024.

1 - 10 employees

📋 Description

• Build and maintain APIs, microservices, and middleware layers to serve ML and LLM models at scale, ensuring high availability and low latency • Implement validation, observability, and monitoring frameworks for data and ML systems to ensure reliability, traceability, and performance • Work closely with ML scientists to translate experimental models into production-grade systems, ensuring seamless integration with broader data and platform infrastructure • Continuously evaluate, refactor, and improve ETL and model serving pipelines for cost efficiency, speed, and reliability • Develop CI/CD pipelines for data workflows and model lifecycle management, including training, testing, deployment, and rollback • Share knowledge and mentor teammates on data engineering patterns, MLops practices, and scalable system design

🎯 Requirements

• Proven experience designing and deploying agentic AI systems or complex orchestration flows • Bachelor’s or Master’s degree in Computer Science, Data Engineering, or a related field, or equivalent industry experience • 5+ years of experience in data engineering, ML engineering, or similar technical roles. • Strong proficiency in Python, with experience building and maintaining data or ML services in production • Hands-on experience with ML frameworks (e.g., PyTorch, TensorFlow, or Hugging Face Transformers) • Proficiency in SQL and experience with both relational and non-relational databases. • Proven track record of deploying and maintaining ML pipelines or services in production environments • Familiarity with API design, microservices, and cloud platforms (AWS, GCP, or Azure)

🏖️ Benefits

• Competitive compensation (salary + meaningful, pre-Series A equity) • Remote-first culture with opportunity for in-person collaboration • Unlimited PTO • Medical, dental, and vision coverage (100% of employee premiums paid by Titan)