Back to jobs

Machine Learning Engineer

APAC

About ROLLER

ROLLER is not your average software-as-a-service company. With a global presence in over 30 countries, we're here to bring some excitement to the leisure and attractions industry and make a difference! Our mission is to help businesses operate smoothly and create fun and memorable guest experiences by providing seamless ticketing, point-of-sale, self-serve kiosks, memberships and digital waiver processes.

But here's the best part: our team. We're a group of 160+ highly passionate, enthusiastic, and down-to-earth professionals located all around the world who are all working together to build something truly remarkable. We're aiming high and believe that the possibilities are endless. As we continue to grow globally, we're excited to write our success story and have fun along the way.

We genuinely love what we do, and we're looking for like-minded people to join us on this amazing journey. If you're ready to be part of a dynamic team and make a real impact, come aboard, and let's create some unforgettable experiences together at ROLLER!

 

About the Role

We are looking for a talented Data / ML Engineer to join us in advancing our AI initiatives and optimizing our current data infrastructure. You'll work closely with various departments and stakeholders to implement AI solutions that benefit both our customers and internal operations.

You are someone who has a passion for solving complex problems using data, being able to interact with business stakeholders, narrow down problem statements, solve problems for customers, and coordinating the development and release of features and fixes. Your strong technical skills combined with communication skills allow you to be part of something greater by creating and working on best in class data solutions.

 

What You'll Do

  • Contribute to the architecture and optimization of the data infrastructure using big data cloud technologies within GCP to enable data-driven decision-making and meaningful insights for our customers and internal stakeholders.
  • Implement data warehousing best practices with BigQuery, including data partitioning and clustering to optimize query performance and costs. 
  • Design, build, and maintain ETL data pipelines using best practice methods and tooling to integrate large quantities of data from disparate internal and external sources.
  • Build, optimize, and deploy data models into production for efficient query performance and analysis.
  • Implement and monitor ML pipelines for continuous improvement and model retraining.
  • Ensure data security, privacy, and compliance with relevant regulations (eg. GDPR, CCPA)
  • Collaborate with customer facing product teams, internal company teams, and other business stakeholders to translate data-related needs into technical requirements and dashboard designs.
  • Provide support for data-related issues and incidents, including customer support requests, to investigate and resolve data discrepancies and anomalies to ensure data accuracy.
  • Stay up-to-date with the latest advancements in data engineering and machine learning technologies.

 

About You

  • Bachelor’s or Master's degree in Computer Science, Information Technology or a related field.
  • Proven 3+ years of experience in data engineering using data warehouse cloud technologies, with a focus on designing and delivering solutions on Google Cloud Platform.
  • Strong proficiency in designing, implementing, and managing data pipelines using GCP data-focused services such as BigQuery, Dataflow, Dataproc, Cloud Storage, Pub/Sub, and Data Catalog.
  • Experience using Python to develop scripts and small programs for job orchestration and/or data manipulation, including familiarity with modules like Pandas, NumPy and PySpark.
  • Solid understanding of machine learning algorithms and techniques (e.g., regression, classification, clustering).
  • Extensive experience with SQL, with a focus on analysing and validating complex and disparate data sets.
  • Proficiency in working with DevOps tooling, Git, Terraform, CI/CD pipelines and infrastructure as code.
  • Comfortable familiarity with AI and machine learning tooling and applications.
  • Strong hands-on technical skills with the ability to provide guidance in troubleshooting and delivering business features independently.
  • Excellent communication skills, the ability to work well within a team environment and ability to articulate data to key stakeholders.

 

Perks!

  • You'll get to work on a category-leading product that customers love in a fun, high-growth industry! Check our Capterra and G2 reviews.
  • 4 ROLLER Recharge days per year (that is 4 additional days of leave that we all take off together as a team to rest and recuperate)
  • Engage in our 'Vibe Tribe' - led by our team members; you can contribute to company-wide initiatives directly. Regular events and social activities, fundraising & cause-related campaigns...you name it. We're willing to make it happen!
  • Team Member Assistance Program to proactively support our team's health and wellbeing - access to coaching, education modules, weekly webinars, and more.
  • 16 weeks paid Parental Leave for primary carers and 4 weeks paid Parental Leave for secondary carers.
  • Work with a driven, fun, and switched-on team that likes to raise the bar in all we do!
  • Individual learning & development budget plus genuine career growth opportunities as we continue to expand!

 

What You Can Expect

  1. Initial call with our Talent Acquisition Manager
    You'll have an initial call with our Talent Acquisition Manager to chat through some of your experience to date, salary expectations and you can check off any initial questions you might have.
  2. Interview with the VP of AI & Data
    You'll get to meet with the VP of AI & Data to learn more about the role & ROLLER whilst also talking through your experience in more detail.
  3. Loop Interviews
    This is where you will get to meet our wider ROLLER team to do a 'vibe check' on us to make sure our culture & vibe meet what you are looking for!
  4. Offer
    If all lights are green and the fit feel right, we'll conduct reference checks and you'll receive an offer to join!

Apply for this job

*

indicates a required field

Resume/CV*

Accepted file types: pdf, doc, docx, txt, rtf

Cover Letter

Accepted file types: pdf, doc, docx, txt, rtf

Select...
Select...

Voluntary Self-Identification

For government reporting purposes, we ask candidates to respond to the below self-identification survey. Completion of the form is entirely voluntary. Whatever your decision, it will not be considered in the hiring process or thereafter. Any information that you do provide will be recorded and maintained in a confidential file.

As set forth in ROLLER’s Equal Employment Opportunity policy, we do not discriminate on the basis of any protected group status under any applicable law.

Select...
Select...
Race & Ethnicity Definitions

If you believe you belong to any of the categories of protected veterans listed below, please indicate by making the appropriate selection. As a government contractor subject to the Vietnam Era Veterans Readjustment Assistance Act (VEVRAA), we request this information in order to measure the effectiveness of the outreach and positive recruitment efforts we undertake pursuant to VEVRAA. Classification of protected categories is as follows:

A "disabled veteran" is one of the following: a veteran of the U.S. military, ground, naval or air service who is entitled to compensation (or who but for the receipt of military retired pay would be entitled to compensation) under laws administered by the Secretary of Veterans Affairs; or a person who was discharged or released from active duty because of a service-connected disability.

A "recently separated veteran" means any veteran during the three-year period beginning on the date of such veteran's discharge or release from active duty in the U.S. military, ground, naval, or air service.

An "active duty wartime or campaign badge veteran" means a veteran who served on active duty in the U.S. military, ground, naval or air service during a war, or in a campaign or expedition for which a campaign badge has been authorized under the laws administered by the Department of Defense.

An "Armed forces service medal veteran" means a veteran who, while serving on active duty in the U.S. military, ground, naval or air service, participated in a United States military operation for which an Armed Forces service medal was awarded pursuant to Executive Order 12985.

Select...

Voluntary Self-Identification of Disability

Form CC-305
Page 1 of 1
OMB Control Number 1250-0005
Expires 04/30/2026

Why are you being asked to complete this form?

We are a federal contractor or subcontractor. The law requires us to provide equal employment opportunity to qualified people with disabilities. We have a goal of having at least 7% of our workers as people with disabilities. The law says we must measure our progress towards this goal. To do this, we must ask applicants and employees if they have a disability or have ever had one. People can become disabled, so we need to ask this question at least every five years.

Completing this form is voluntary, and we hope that you will choose to do so. Your answer is confidential. No one who makes hiring decisions will see it. Your decision to complete the form and your answer will not harm you in any way. If you want to learn more about the law or this form, visit the U.S. Department of Labor’s Office of Federal Contract Compliance Programs (OFCCP) website at www.dol.gov/ofccp.

How do you know if you have a disability?

A disability is a condition that substantially limits one or more of your “major life activities.” If you have or have ever had such a condition, you are a person with a disability. Disabilities include, but are not limited to:

  • Alcohol or other substance use disorder (not currently using drugs illegally)
  • Autoimmune disorder, for example, lupus, fibromyalgia, rheumatoid arthritis, HIV/AIDS
  • Blind or low vision
  • Cancer (past or present)
  • Cardiovascular or heart disease
  • Celiac disease
  • Cerebral palsy
  • Deaf or serious difficulty hearing
  • Diabetes
  • Disfigurement, for example, disfigurement caused by burns, wounds, accidents, or congenital disorders
  • Epilepsy or other seizure disorder
  • Gastrointestinal disorders, for example, Crohn's Disease, irritable bowel syndrome
  • Intellectual or developmental disability
  • Mental health conditions, for example, depression, bipolar disorder, anxiety disorder, schizophrenia, PTSD
  • Missing limbs or partially missing limbs
  • Mobility impairment, benefiting from the use of a wheelchair, scooter, walker, leg brace(s) and/or other supports
  • Nervous system condition, for example, migraine headaches, Parkinson’s disease, multiple sclerosis (MS)
  • Neurodivergence, for example, attention-deficit/hyperactivity disorder (ADHD), autism spectrum disorder, dyslexia, dyspraxia, other learning disabilities
  • Partial or complete paralysis (any cause)
  • Pulmonary or respiratory conditions, for example, tuberculosis, asthma, emphysema
  • Short stature (dwarfism)
  • Traumatic brain injury
Select...

PUBLIC BURDEN STATEMENT: According to the Paperwork Reduction Act of 1995 no persons are required to respond to a collection of information unless such collection displays a valid OMB control number. This survey should take about 5 minutes to complete.