At a Glance
- Tasks: Join our team to enhance machine learning capabilities and support data scientists.
- Company: Viator, a Tripadvisor company, offers 300,000+ travel experiences for unforgettable memories.
- Benefits: Enjoy flexible work options, competitive pay, tuition assistance, and travel perks.
- Why this job: Be part of an innovative culture that values creativity and collaboration in tech.
- Qualifications: 2+ years in ML engineering with AWS experience; familiarity with Python, Docker, and CI/CD processes.
- Other info: This is a hybrid role based in London or Oxford, perfect for tech-savvy adventurers.
The predicted salary is between 36000 - 60000 ÂŁ per year.
Viator, a Tripadvisor company, is the leading marketplace for travel experiences. We believe that making memories is what travel is all about. With 300,000+ travel experiences to explore—everything from simple tours to extreme adventures—making memories that will last a lifetime has never been easier. The demands for Data Science and Machine Learning are experiencing rapid growth, demanding an enhancement of our Machine Learning Platform's capabilities. To address the increasing traffic and deliver cutting-edge solutions, the team is in search of a Machine Learning Engineer to join and support Viator’s growth. This role is a hybrid position based in our London or Oxford office.
What you'll do:
- Our mission is to make data scientists more productive and to enable broader and deeper utilization of machine learning techniques to help improve the business performance.
- As an ML Ops Engineer, you will play a pivotal role in our dynamic team, with the opportunity to learn many cutting-edge technologies around Machine Learning Platform, as well as push the boundaries to test, develop and implement new ideas, technology and opportunities.
- Your primary responsibilities will include:
- Empowering Data Science and ML teams by providing the tools and infrastructure necessary for seamless execution of data science and machine learning tasks.
- Supporting tech stack evolution by developing across our existing technology stack while contributing to our migration into the AWS cloud, leveraging and adopting the latest services available in that environment.
- Building and maintaining a robust and scalable infrastructure to support pre-computed, batch and real-time model needs, ensuring smooth deployment and operation of machine learning models.
- Fostering a culture of innovation by generating and promoting new ideas within the ML Ops domain.
- Finding creative solutions to complex problems, pushing the boundaries of what is possible.
- Touching code at every level – from the UI, backend microservices, database, big data processing, operations, to CD/CI automation.
What you'll need:
- 2+ years of ML engineering experience, focused on building modern ML infrastructure catering to all stages of a model lifecycle, including development, deployment, management and monitoring.
- Hands-on experience with AWS.
- Good grasp of IaC (Infrastructure-as-code) tools like Terraform and CloudFormation.
- Previous exposure to additional technologies like Python, Spark, Docker, Kubernetes is desirable.
- Ability to develop across a diverse technology stack and willingness and ability to take on new technologies.
- Demonstrated experience participating on cross-functional teams in fast-paced environments.
- Excellent ability to break down complex problems into simple solutions.
- Experience with CI/CD processes and platforms.
- Sense of ownership, urgency and pride in your work.
- High quality verbal and written communication skills.
Perks of Working at Viator:
- Competitive compensation packages, including base salary, annual bonus, and equity.
- “Work your way” with flexibility to suit your lifestyle.
- Remote-friendly approach to collaboration, with the option to join on-site as often as you’d like in select locations.
- Flexible schedule.
- Work-life balance is ingrained in our culture by design.
- Donation matching.
- Tuition assistance.
- Lifestyle benefit.
- Travel perks.
- Employee assistance program.
- Health benefits.
Our Values:
- We aspire to lead.
- We’re relentlessly curious.
- We’re better together.
- We serve our customers, always.
- We strive for better, not perfect.
At Tripadvisor, we want you to bring your unique identities, abilities, and experiences, so we can collectively revolutionize travel and together find the good out there.
ML Operations Engineer II (Viator) employer: TripAdvisor LLC
Contact Detail:
TripAdvisor LLC Recruiting Team
StudySmarter Expert Advice 🤫
We think this is how you could land ML Operations Engineer II (Viator)
✨Tip Number 1
Familiarise yourself with the latest AWS services and how they can enhance machine learning operations. Being able to discuss specific AWS tools and their applications during your interview will show your proactive approach and technical knowledge.
✨Tip Number 2
Engage with the ML Ops community online. Join forums or attend meetups where you can learn about current trends and challenges in ML infrastructure. This will not only expand your knowledge but also give you insights that could be valuable in your role at Viator.
✨Tip Number 3
Prepare to discuss your experience with Infrastructure-as-Code (IaC) tools like Terraform and CloudFormation. Be ready to share examples of how you've used these tools to streamline processes, as this is a key requirement for the role.
✨Tip Number 4
Showcase your problem-solving skills by thinking of complex issues you've tackled in previous roles. Be prepared to explain your thought process and the innovative solutions you implemented, as this aligns with Viator's culture of fostering innovation.
We think you need these skills to ace ML Operations Engineer II (Viator)
Some tips for your application 🫡
Tailor Your CV: Make sure your CV highlights relevant experience in ML engineering, particularly focusing on building and managing ML infrastructure. Use keywords from the job description to align your skills with what Viator is looking for.
Craft a Compelling Cover Letter: In your cover letter, express your passion for travel and how your skills can contribute to Viator's mission. Mention specific technologies you’ve worked with, such as AWS, Terraform, or Docker, and how they relate to the role.
Showcase Problem-Solving Skills: Provide examples in your application that demonstrate your ability to break down complex problems into simple solutions. This could be through past projects or experiences where you successfully implemented innovative ideas.
Highlight Team Collaboration: Since the role involves working in cross-functional teams, include examples of your teamwork experience. Discuss how you’ve collaborated with others in fast-paced environments to achieve common goals.
How to prepare for a job interview at TripAdvisor LLC
✨Showcase Your ML Experience
Be prepared to discuss your previous experience in machine learning engineering. Highlight specific projects where you built or maintained ML infrastructure, focusing on the tools and technologies you used, especially AWS, Python, and any IaC tools like Terraform.
✨Demonstrate Problem-Solving Skills
Expect questions that assess your ability to break down complex problems. Prepare examples of challenges you've faced in past roles and how you creatively solved them, particularly in fast-paced environments.
✨Familiarise Yourself with Viator's Values
Understand Viator's core values and be ready to discuss how they resonate with you. Think about how your personal values align with their commitment to curiosity, collaboration, and customer service.
✨Prepare for Technical Questions
Brush up on your technical knowledge, especially around CI/CD processes and cloud technologies. Be ready to answer questions about your experience with deploying and managing machine learning models in a production environment.