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Backend Engineer, Machine Learning
Company | Grab |
Address | Area DKI Jakarta, Indonesia |
Employment type | FULL_TIME |
Salary | |
Category | Pengembangan Perangkat Lunak |
Expires | 2023-10-03 |
Posted at | 8 months ago |
:
- Engage in service capacity and demand planning, software performance analysis, tuning, and optimization
- Collaborate with product and experience teams to finalise feature specifications, build prototype and design experiments.
- Work with different engineering teams to explore and create new design/architectures geared towards scale and performance
- Participate in code and design reviews to maintain our high development standards
- Join oncall rotations to debug production issues and improve system stability.
- Design and write with the cutting edge GO language to improve the availability, scalability, latency, and efficiency of Grab's range of services
- Lead project development as engineering owner of a group of 3~5 engineers, working closely with product managers to understand the requirements, propose solutions and coordinate dependencies
- Work closely with infrastructure team in building and scaling back-end services as well as performing root cause analysis investigations
- Work closely with mobile team to build reusable modularized mobile components utilising scalable APIs
- You can be a good coder in any language (C++, C, Java, Scala, Rust, Haskell, OCaml, Erlang, Python, Ruby, PHP, Node.JS, C#, etc.), but willing to work on Golang and Scala (Flink)
- Hands-on familiarity with CI/CD pipelines for system development and deployment
- Hands-on familiarity with running large scale distributed web or api services; understanding of systems internals and networking is a plus
- Strong understanding and experience on cloud platforms like AWS, GCP, Azure
- Strong computer science fundamentals in algorithms and data structures
- Working experience on backend development for 1~3 years
- Strong understanding of system performance and able to do profiling to find system bottlenecks
- Experience with high-speed distributed computing frameworks like Apache Flink.
- Strong understanding of testing frameworks for unit testing, integration testing and E2E testing
- Hands-on familiarity with database and at least one data query languages like mysql or Presto
- Fluent in spoken and written English
- Good communication skills, and have an proactive mindset
- Able to think critically of the current system in terms of growth and stability
- Experience with Kubernetes, Dockers is a plus.
- A degree in Computer Science, Software Engineering, Information Technology or related fields.
- Experience with building machine learning pipelines, optimising model performance.
- Experience with geospatial based algorithms and APIs like OpenStreet Maps or Google Maps.
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