Applied Researcher, Deep Learning

Singapore, Singapore Full-time

This position is within the Data Science team where we constantly push for driving impact through data products or automating business decisions using advanced modeling techniques. We are looking for an Applied Researcher with Deep Learning expertise to work on some exciting projects such as large-scale recommendation engines, real-time forecasting framework, image recognition and many more applications within Go-Jek’s platform with over 18 services. 

What you will do

  • Design and develop deep learning based proof-of-concept solutions with a creative mindset which would could potentially become part of the product or help with automating business decisions.
  • Provide Deep Learning expertise to the DS team members
  • An innate desire to deliver and a strong sense of accountability for your work.
  • Advise on the latest research and technologies in AI
  • Work on complete lifecycle of data product involving scoping the problem, exploring the solution, taking it to production and then monitoring it for improvements. 
  • Proactively manage stakeholder communication related to deliverables, risks, changes and dependencies.

What we are looking for

  • A degree in machine learning related discipline (Computer Science, Engineering, Statistics, Physics, Math) - positions are available at the PhD, MS, and BS levels  
  • At least 4+ years hands-on experience in the field of Machine Learning 
  • 2+ years of experience in Applied Research using Deep Learning
  • Experience with Deep learning frameworks such as TensorFlow, Keras, PyTorch, Caffe etc
  • Ability to create fun and engaging demos or proofs-of-concept to communicate ideas
  • Strong expertise in both supervised and unsupervised problems using deep learning
  • Solid experience in UNIX /Linux based environments and scripting skills. Cloud experience, preferably in Google Cloud Environment
  • Understanding of virtualization and containerization (e.g., Docker, Kubernetes, etc.) 
  • Ability to communicate complex solutions to business
  • Strong programming abilities using Python/Golang/Java/Scala  

About Us

GO-JEK is the largest consumer technology company in Indonesia, the world's 4th largest market by population. With over 40 million downloads, the GO-JEK app has become the leading transport, payments, courier, and hyperlocal shopping app in the country. GO-JEK is now the largest food delivery company in the world outside the China market, and is the equivalent of three Indian Unicorns combined in the transport, food delivery and payments markets.

GO-JEK has a unique entrepreneurial environment, spanning multiple products. GO-JEK Tech is a  product development and training centre of GO-JEK. The GO-JEK Tech  team comprises of developers, data scientists, designers and product managers who work on product innovation, mining data and crafting consumer experiences. We take pride in our world-class product engineering team who have a deep-rooted passion for working with the engineering community in India on topics such as innovation and Open Source. If you're an independent thinker and all-rounded person, this is the place for you.

We are looking for talent ACROSS LEVELS to be part of talented GO-JEK family. Do not hesitate to apply if you have the right skills

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