inDrive · Almaty, Kazakhstan · по договорённости
Our AI Customer Support and Safety team is working on many areas including Computer Vision, NLP, RL etc, bringing business value to our products and improving the lives of our customers. Now we are aiming to strengthen several streams and looking for an experienced middle Data Science engineer, who will help us in our journey. The primary focus for this position will be automation of the driver verification process, for which experience in computer vision is essential.
Perform EDA and data pre/processing, generate features, build ML training pipelines
Organize processes for data discovery, annotation data processing, define and improve metrics, automate models training
Prepare models and pipelines for production
Monitor and maintain deployed models
Share your knowledge, findings and experience on internal and external events
Strong technical/math background (calculus, statistics, probabilities, etc.)
Main ML algorithms and metrics are a must
Production experience in training computer vision models
Awareness of modern ML technologies, including LLMs, but it’s not the only thing you have experience with
Python and development experience are a strong plus, including ML model lifecycle management and ML-based service deployment
Knowledge/experience in using other languages and a Software Engineering background are a plus
Ability to balance quality and speed depending on the case, and justify your decision
Ability to explain the background and consequences of your technical decisions to non-technical stakeholders, including product and business managers
English and Russian communication skills
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