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Principal AI Engineer and Technical Lead

Blue Orange Digital
Melbourne, AUS
Full-time
Hybrid
Discovered 1 months ago
PythonSQLMachine learningData engineeringGoogle Cloud PlatformBigQuery

Full Job Posting

Company overview

Blue Orange Digital is a boutique data and AI consultancy delivering enterprise-grade results for mid-market and enterprise clients.

The consultancy builds data platforms, analytics, and machine-learning and AI agent solutions across financial services, healthcare, retail, and other sectors.

The culture is builder-led and client-first, with emphasis on ownership, communication, and shipping high-impact work.

About the role

The role is the technical owner for AI systems moving from proofs of concept into piloted production for a regulated Australian gaming and entertainment client.

Projects include machine-learning recommendation and decision systems, forecasting, optimisation, generative AI, and agentic approaches.

The role owns architecture and delivery, leads an engineering pod, and acts as the technical face of the engagement.

This is a hands-on principal-level role requiring code ownership, technical standards, and executive communication.

Location and employment

  • Melbourne is preferred, with consideration for strong candidates elsewhere in Australia and exceptional candidates within about two hours of Australian Eastern Time.
  • The engagement requires regular on-site presence at client locations and offers flexible hybrid arrangements around those needs.
  • The employment arrangement is full-time.

What you will do

  • Own technical architecture and end-to-end delivery from data foundations through models, optimisation, and evidence of performance.
  • Lead client methodology reviews, steering sessions, executive readouts, and technical engagement activities.
  • Lead a pod of machine-learning and data engineers and set standards for code review, testing, reproducibility, and documentation.
  • Build and operate large-scale production data pipelines on Google Cloud Platform and BigQuery with cost and governance controls.
  • Design, ship, and validate propensity, uplift, visitation-frequency, and offer-adoption models.
  • Apply causal inference and experimentation methods including matched controls, double machine learning, holdouts, and power analysis.
  • Build optimisation engines using mixed-integer and linear programming, assignment, and scheduling methods.
  • Maintain architecture documents, decision registers, and evidence packs that withstand technical review.
  • Translate technical work into plain language for business and executive audiences.

What you bring

  • Ten or more years building and shipping production data and machine-learning systems, including technical or team leadership experience.
  • Deep, hands-on Python and SQL and production data engineering on a major cloud platform.
  • Applied causal inference and experimentation experience, including uplift modelling, difference-in-differences, double machine learning, and power analysis.
  • Experience with mathematical optimisation for operational problems, including mixed-integer or linear programming and assignment or scheduling.
  • Client-facing delivery experience with senior executives and external delivery partners.
  • Experience integrating large language models and agentic systems into production solutions.
  • Strong habits around testing, reproducibility, data lineage, documentation, governance, and auditability.
  • The right to work in Australia or residence in a time zone within approximately two hours of Australian Eastern Time.

Preferred experience

  • Google Cloud Platform and BigQuery experience are ideal; AWS, Databricks, or Microsoft Azure experience can transfer well.
  • Gaming, casino, hospitality, loyalty, and marketing analytics experience is advantageous.
  • Recommendation systems, offer optimisation, workforce optimisation, and roster optimisation experience is advantageous.
  • Experience integrating yield-management, workforce-management, player-tracking, or table-tracking vendor systems is advantageous.
  • Responsible gaming, anti-money-laundering, privacy-by-design, consulting, or client-embedded delivery experience is advantageous.

What we offer

  • A lead role on a high-visibility engagement with direct access to client executives and senior stakeholders.
  • The opportunity to establish Blue Orange Digital's founding technical presence in Australia.
  • Work spanning data engineering, causal inference, mathematical optimisation, and applied artificial intelligence.
  • A builder culture where engineers lead and ship and technical judgement carries weight.
  • Competitive compensation with a performance-based bonus, professional development budget, and certification support.

Application notes

  • Submit a resume in English because all application materials must be in English for review and consideration.

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