Software Engineer, Machine Learning & Big Data

Singapore

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Gojek
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Posted 1 week ago

About the Role
This role is for you if you are passionate about software engineering and are also familiar with the data science stack. It requires close collaboration with data scientists so a basic understanding of machine learning concepts is also very useful.

What You Will Do

  • Design and build our Machine Learning Platform to help data scientists productionize their models and features faster
  • Engineer high-reliability, high-performance services for sophisticated ML-driven functionality
  • Collaborate with data scientists to optimize ML models for high-throughput, low-latency use cases
  • Build internal tools and interfaces to improve the productivity of the team and improve the accessibility of our products

What You Will Need

  • At least 5 years as a software engineer, with experience with Go, Python, and Java, and fluent in at least one of these languages. Good understanding of algorithms and data structures, design patterns
  • Passionate about Agile software development practices such as test-driven development, pair programming, etc.
  • Experience with relational databases. Experience with non-relational databases is a plus
  • Experience with cloud environments and cloud deployment technology (Terraform, Kubernetes, Helm) is a huge plus
  • Proven track-record building large-scale, high-throughput, low-latency production systems. Experience with web services and microservice architectures is a plus
  • Experience with modern Web development (full stack) is a plus.
  • Data science knowledge and familiarity with ML libraries such as Pandas, Scikit, Tensorflow, xgboost, Keras
  • Experience developing for and debugging Big Data and stream processing frameworks such as Spark, Kafka, and Flink. Experience with ML frameworks such as TFX, Kubeflow, and MLflow is a plus
About the Team
As Gojek scales in teams and size, the need for standardization frameworks becomes highly important, especially in experimentation and machine learning where these two workflows are tightly integrated. As a data-driven organization, we run hundreds of experiments across all of our products which directly impact millions of users every day. Developing world-class ML tools and infrastructure will empower teams to deliver major impact on each of these products.
About Us
Gojek is a Super App. It’s one app for ordering food, commuting, digital payments, shopping, hyper-local delivery, and dozen other products. It is Indonesia’s first and only decacorn. It's also the only Southeast Asian startup to be part of Fortune's list of 'Companies That Changed The World.'
Our Mission: To create and scale positive socio-economic impact for our customers, driver-partners, business and MSMEs.
As of 2018, Gojek processed more than $9 billion annualised gross transaction value across all markets where it operates - in Singapore, Thailand, Vietnam and Indonesia. We have the largest food delivery product in Asia, (outside of China), and the largest payments wallet in Southeast Asia.
Our investors include Google, Facebook, PayPal, Sequoia Capital, Tencent Holdings among others.
Gojek is committed to building a diverse and inclusive workplace and is an equal opportunity employer. We do not discriminate on the basis of race, religion, national origin, gender, gender identity, sexual orientation, disability, age, education status, or any other legally protected status.
Job tags: Big Data Engineering Java Kafka Keras Kubernetes Machine Learning ML Pandas Python Spark TensorFlow XGBoost