Software Engineer - Machine Learning and Experimentation Platform
Indonesia - Jakarta, Green Office Park 1
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Traveloka
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Job Description
Job DescriptionTraveloka is seeking a skilled software engineer to join our Machine Learning (ML) Engineering & Platform team. In this role, you'll collaborate with talented software engineers and data scientists to develop robust software and systems that power Traveloka's products through data-driven and mission-critical ML solutions.
Responsibilities include designing, constructing, and maintaining data platforms utilized across various Traveloka products, including:
Building an experiment platform for conducting A/B tests and online experiments
Developing an ML platform to streamline model training and deployment, facilitating the delivery of ML artifacts to Traveloka products
You'll have the opportunity to work with cutting-edge technologies such as Python, Golang, Kubernetes, BigQuery, PostgreSQL, and Google Cloud Platform (GCP).
ResponsibilitiesDesign, build, and operate ML and/or experimentation platforms, that serve Analytics and Data Science use cases
Ensure to follow standards, guidelines and well known design patterns when building a system
Ensure the systems are well structured, unit- and integration tested, well maintained, and capable of serving 1000+ requests per second with low latency
Make appropriate choices of platform components (languages, libraries, queuing systems, datastores, processing, application servers, etc).
Operationalise logging, metrics, and alerting
Lead incident responses, perform root cause analysis, and resolve issues in all tiers of the system
Share knowledge by pairing and collaborations
Requirements
Qualifications
- Strong engineering backgrounds preferably from computer science, mathematics, software engineering, or other quantitative backgrounds, with an interest in Machine Learning.
- Proficiency in at least one programming language such as Python, Java, Golang.
- Proficiency with Git, CI/CD, and deployment automation
- Good knowledge of SQL, NoSQL, and databases
- Excellent interpersonal and communication skills
- Understand the impact of your technical decisions to the people who use your product
- Have good knowledge about machine learning and/or experimentation is a plus
- Knows how to navigate your way around Google Cloud Platform is a plus
If you like wild growth and working with happy, enthusiastic over-achievers, you'll enjoy your career with us!
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: A/B testing BigQuery CI/CD Computer Science Engineering GCP Git Golang Google Cloud Java Kubernetes Machine Learning Mathematics Model training NoSQL PostgreSQL Python SQL
Perks/benefits: Career development
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