Who We Are
Entain Australia & New Zealand is fearlessly transforming the racing, sports, and entertainment landscape - reimagining how customers experience their favourite brands.
As part of a global powerhouse operating in over 40 countries with nearly 30,000 people, we’re home to leading ANZ names like Ladbrokes, Neds, TAB, and Betcha.
Across Entain ANZ, we’re shaping the future of sport and gaming entertainment through creative innovation, storytelling, and technology - creating experiences that connect with millions of fans.
Your Impact
This is where AI meets real-world scale.
As a Machine Learning Engineer at Entain, you’ll build and deploy intelligent systems that power personalisation, optimise operations, and enhance how millions of customers engage with our products across ANZ.
You’ll work across the full ML lifecycle - from experimentation to production - turning complex data into high-impact, scalable solutions. Your work won’t sit in notebooks; it will directly influence customer experience and business performance.
If you’re driven by solving meaningful problems and seeing your models make a measurable difference, this is your game.
A Day in the Life
Expect variety, ownership, and real impact.
- Monitor and improve live models, analysing performance, drift, and outcomes
- Partner with product and engineering teams to identify high-value ML opportunities
- Build and deploy models, feature pipelines, and real-time inference services
- Strengthen MLOps practices, improving deployment speed, reliability, and observability
- Collaborate with data scientists and engineers to take ideas from concept to production
- Contribute to architecture decisions and continuously raise the bar on ML engineering standards
Your Strengths
- Proven experience deploying machine learning models into production
- Strong Python skills and hands-on experience with frameworks like PyTorch, TensorFlow, or Scikit-learn
- Solid understanding of data pipelines and scalable ML systems
- Experience with AWS and modern cloud-based ML tooling
- Strong grasp of MLOps, CI/CD, monitoring, and model lifecycle management
- Comfortable working with large datasets and production systems
- A balance of experimentation and engineering rigour
- Clear communicator who can influence both technical and non-technical stakeholders
- Curious, proactive, and motivated to build systems that deliver real impact
Experience in personalisation, recommendation systems or generative AI is a strong plus.
Life at Entain
At Entain, it’s more than a job - it’s a place to grow, connect, and make an impact. We value individuality, celebrate collaboration, and create space for bold ideas that move people. Here, you’ll help shape the voice of some of Australia and New Zealand’s most recognised brands - while developing your own craft in a supportive, ambitious team.
Perks You’ll Love
- Hybrid & Flexible: Balance your life and work.
- Recognition & Rewards: Celebrate wins and enjoy retailer discounts.
- Wellbeing Perks: Support for your health and happiness.
Entain, there’s nothing like it.
For more information, please reach out to us at [email protected] or hit apply now.
Skills Required
- Proven experience deploying machine learning models into production
- Strong Python skills and hands-on experience with frameworks like PyTorch, TensorFlow, or Scikit-learn
- Solid understanding of data pipelines and scalable ML systems
- Experience with AWS and modern cloud-based ML tooling
- Strong grasp of MLOps, CI/CD, monitoring, and model lifecycle management
- Comfortable working with large datasets and production systems
- Clear communicator who can influence both technical and non-technical stakeholders
Entain Compensation & Benefits Highlights
The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about Entain and has not been reviewed or approved by Entain.
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Strong & Reliable Incentives — Feedback suggests performance-linked bonuses and variable pay are a core component, with annual increases and bonus opportunities visible across roles. Company policies outline annual bonuses and long-term incentives tied to KPIs and individual goals.
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Healthcare Strength — Feedback suggests access to private medical or HMO coverage, dental care, health screening, and life insurance in several locations. Everyday provisions like healthcare support are repeatedly highlighted alongside core pay.
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Wellbeing & Lifestyle Benefits — Feedback suggests the package includes structured wellbeing programs and extra paid days such as Entain & Enhance days and an “It’s Your Game” day. Everyday perks like free meals, snacks, and coffee add lifestyle value in some sites.
Entain Insights
What We Do
Welcome to Entain. Our journey as Entain began when we evolved from GVC Holdings on 9th December 2020, but our brands have been paving the way and making history since the 1880s. Today, we’re one of the world’s largest sports betting and gaming entertainment groups – a FTSE 100 company that is home to more than 25 widely recognised brands, such as bwin, Coral, Foxy, Gala, Ladbrokes and partypoker. But that’s just the beginning. We’re constantly broadening our horizons and expanding our global influence. For example, our partnership with MGM Resorts International has allowed us to make waves in the US by powering BetMGM with our bespoke and top-of-the-line technology. It’s with this unique technology that we’re revolutionising our industry, and we’re boldly working towards being THE world leader in sports betting, gaming and interactive entertainment. Really though, it’s the people that truly make us who we are. There’s over 24,000 of us around the world and counting, but we all play for the same team. We’re proud to promote a culture that shatters barriers to unite, and encourages uncompromised diversity of background, thought and experience. When we win, we win together. If you share our values and want to be part of the revolution, we want you on our team. With offices across 19 different countries, we have an excellent history of identifying and nurturing the finest talent on a global scale. We’re all about putting our customers at the heart of the action and, with us, you can help bring moments of excitement into people’s lives. At Entain, it’s your game. We’re ready to play – are you?
