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Foundation Model Engineer

Syncrowin
Melbourne, VIC | Sydney, NSW
Full Time / Permanent

About Syncrowin

Syncrowin is a high-growth industrial AI company backed by leading organisations globally. We are building an advanced industrial intelligence system to transform how asset-intensive industries operate. Our mission is to fundamentally improve efficiency, reliability, and sustainability across heavy industries. By combining AI with real-world operational data, we enable organisations to solve complex, high-impact problems at scale.

About the Role

We are seeking a Foundation Model Engineer to join our team. This role is focused on developing and deploying foundational industrial models that support operational decision-making. You will contribute to building reliable, production-grade AI systems for real-world industrial environments. This role is suited for someone who wants to work on meaningful problems where models need to perform under real constraints.

Key Responsibilities

  • Develop and integrate foundation models into industrial workflows
  • Build systems that combine structured and unstructured data
  • Design retrieval and context systems for operational use
  • Work on pipelines that connect text, time-series, and system data
  • Improve performance, latency, and reliability of deployed systems
  • Collaborate with engineering and domain teams

Required Experience

  • 5+ years of experience in machine learning or deep learning
  • Strong understanding of transformer-based models
  • Proficiency in Python and relevant ML frameworks
  • Experience building production-grade systems
  • Experience working with unstructured data such as logs or documents
  • Strong software engineering fundamentals

Preferred Experience

  • Experience with LLMs, embeddings, and retrieval systems
  • Experience building systems beyond prototypes
  • Exposure to enterprise or industrial data systems
  • Understanding of scalable system design

Why This Role Matters

This role connects different forms of data and knowledge into usable systems. You will help build the layer that makes information actionable.

Why Join Syncrowin

  • Work on real applications of advanced AI
  • Build systems that combine multiple data sources
  • High ownership and direct product impact
  • Exposure to complex, real-world datasets

Location

Melbourne · Sydney · San Francisco. On-site presence is required, with occasional travel to industrial sites.

Perks and Benefits

  • Competitive compensation
  • ESOP participation
  • Work closely with founders
  • Small, focused team

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