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Software Engineer, Machine Learning and Big Data - Data Science Platform

SKU 2929 Categories ,
Location

Bangalore

Technical area

YoE

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Description

About the Role
Fasten your helmet and climb on board if you?™re ready to be our Machine Learning & Big Data Software Engineer. In this role, you will be an integral player in the Data Science Platform team based in Bengaluru. Focusing heavily on building end-to-end Machine Learning frameworks that directly impact our products, you will use your experience in software engineering, data systems, distributed systems, machine learning, artificial intelligence, and deep learning to develop these systems and take them into production. In our humble opinion, the coolest part of this role is how your efforts will directly influence the success and trajectory of the Data Science team, and thus the nature and scale of the products and services we offer at Gojek.

What You Will DoDesign and build our Machine Learning Platform to help Data Scientists productionize their models and features faster
Engineer highly reliable and high-performing 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 NeedAt least 5 years of experience as a Software Engineer, with fluency and experience in either Go, Python, or Java
Data Science knowledge and familiarity with ML libraries such as Pandas, Scikit, Tensorflow, xgboost, or Keras
Proven track-record building large-scale, high-throughput, low-latency production systems
Prior experience developing for and debugging Big Data and stream processing frameworks such as Spark, Kafka, and Flink
Good understanding of algorithms and data structures/ design patterns
Deep knowledge of Agile software development practices such as test-driven development and pair programing
Experience with relational databases, non-relational databases, cloud environments and cloud deployment technology (Terraform, Kubernetes, Helm)
Working knowledge of ML frameworks, such as TFX, Kubeflow, and MLflow
About the Team
Our Data Science Platform team, a subsidiary of the Marketplace Data team, consists of 15 Machine Learning and Infrastructure Engineers based in Singapore. Our team is unique in its charter as an enabler of Data Science and Machine Learning systems at production scale within a hyper-growth deacorn. It’s our job to build and oversee a Machine Learning platform to accelerate ML product development and simplify operations here at Gojek.
Some of our creations include open-source MLops technologies such as Feast (our feature store), Merlin (our model deployment platform), and Turing (our experimentation platform), and internal tools such as Clockwork. Our products are used in mission-critical parts of Gojek?™s product offerings, such as dynamic pricing, driver allocation, food recommendations, and fraud prevention. We constantly work with machine learning practitioners to solve high-impact issues, and generalize the solution at a platform level to benefit the organization as a whole.
We are a tight-knit group made up of exercise-buffs, amateur gamers, and (wannabe) whiskey connoisseurs. We work hard and play hard, and believe it or not, we actually enjoy each other?™s company!

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