Head of AI

Indonesia  |  Jakarta

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Responsibilities / Introduction

What You Will Do
• Building high level long term strategy for Alodokter AI alongside CEO, CTO and Product for our 30 million Users
• Develop cutting edge technology to help make Indonesia healthier
• Managing available resources such as hardware, data, and personnel so that deadlines are met
• Understanding business objectives and developing models alongside its infrastructure that help to achieve them, along with metrics to track their progress
• Give regular updates on project progress to business stakeholders
• Analyzing the ML algorithms that could be used to solve a given problem and ranking them based on their cost & benefit
• Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world
• Verifying data quality to make sure it is usable for production grade ML solution
• Supervising the data acquisition process if more data is needed
• Defining validation strategies
• Analyzing the errors of the model and designing strategies to overcome them
• Deploying models and microservices to production
• Actively looking for initiatives to improve the overall process efficiency
• Actively sharing knowledge to grow with the team
 

Requirement

 
Who We Are Looking For
• 5-10 Years of experience in Machine Learning related fields
• Experience in building highly scalable Machine Learning solutions
• Excellent communication skills
• Excellent python programming skills and able to promote good programming practices to the team
• Broad knowledge of Data Science and its implementation
• Great knowledge of Cloud Stack such as Google Cloud Platform, AWS, etc
• Good knowledge of Operating Systems is a plus
• Good knowledge of firebase event tracker & publisher/subscriber messaging is a plus
• Good knowledge of Machine Learning related stacks (tensorflow, pytorch, flask, gunicorn, uwsgi, docker, etc)
• Deep understanding of version control tools (git, dvc, etc)

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