PLEASE NOTE: there is a problem at the bottom of the posting. Please solve it and provide the answer. Please don't reply with messages like:"I can solve this problem". You won't be interviewed for sure, let alone hired. You must provide a reasonable explanation why you are a good fit AND solve this problem. Otherwise, please don't waste your time.
Friendly is a robotic cognition startup specializing in document processing and workflow automation. We're using cutting-edge technologies in vision and NLP to raise fields like document analysis and information extraction to an entirely new level. Our company is built on a culture of self-organizing teams, innovation and respect.
We're seeking an experienced, highly analytical individual with a data science background to join our QA team.
*The ideal candidate will:*
Develop automated processes and perform sophisticated testing and analysis to ensure consistent quality of final results
Inspect final results and prioritize issues based on business value
Build and manage Kubernetes clusters either on-premise or off-premise
Collaborate with and enhance the QA team by exploring novel ways to measure accuracy
Understand how machine learning models are measured, and possess a basic understanding of neural net training processes
Design and implement unit and integrations tests covering machine learning models with a variety of data sets
Create statistical robustness tests for trained models
Create simulated dataset replicating real-world scenarios
Debug and define corrective action
Create detailed, comprehensive and well-structured test suites using programming languages such as Python
Track quality assurance metrics
Understanding of Data Science/Machine Learning models
Ability to debug/troubleshoot large sets of data related issues and formats
Creating a measure to quantify the quality of data and models.
Design and Develop validation framework for ML models.
Collaborate with Data Scientist to understand data and models.
Applying statistical concepts to validate and QA data and models
Please ALWAYS include resume and please provide the answer to the attached test. You won't receive a reply otherwise.
15 фрилансеров(-а) готовы выполнить эту работу в среднем за £30/час
Dear. I have real experience in Data Science and Machine Learning. and using Pandas and Pyspark for them. Honestly, I have strong confident in your job. Let us discuss in detail. Best Regards. Ardit.