Python developer (middle)
#удаленка #полныйдень
З/П от 150 000
Remedy Logic is an international company. Our goal is to develop AI-powered medical diagnosis & remedy counsel accessible to anyone. Our team consists of scientists from different countries.
At Remedy Logic, we believe that best-in-class healthcare should be accessible to anyone around the globe. To us, such healthcare starts with error-free diagnosis and unbiased treatment recommendations.
Задачи:
- collaborate with doctors and AI scientists to build models around clinical decision making processes
- partner with clinical AI scientists to design and build data infrastructure to support data science projects in model training and inference, following software engineering best practices.
- collaborate with backend engineers in designing and implementing effective ETL processes compatible with modeling needs and interactions
- maintain production model code bases with extensible, compact, and well-tested code.
- build tools for efficient data validation, visualization, exploratory data analysis, model explanation, and feature attribution for data scientists and end-users
- develop, optimize, and maintain batch and real-time data pipelines that ingest structured and unstructured data that interact with the model analytics modules, with a focus on efficiency, scalability, and reliability
Требования:
- strong programming competency in Python (with packages such as pandas, scipy, numpy, sciikit-learn) and working knowledge of R
- knowledge of JavaScript and readiness to analyze JavaScript code
- experience in maintaining production models in a structured and collaborative setting
- solid foundation in software engineering principles, approaches, and patterns
- familiarity with deploying data pipelines and analytics modules in AWS
- experience in developing scripts to parse, process, clean, and analyze data sets
- implementation efficiency and attention to detail
- good verbal and written communication skills
- ability to forecast and balance long-term strategic design and short-term tactical solutions
- self-organized and proactive attitude
Будет плюсом:
At least 1 year of professional experience as a data engineer
Degree in computer science, statistics, math or other quantitative and engineering fields.
Good foundation in statistics and machine learning (convolutional neural networks, tree ensembles, Bayesian networks, influence - diagrams, generalized linear models)
- familiarity with python based machine learning packages Keras/Tensorflow, PyTorch, Sklearn
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#вакансия #IT #devs #developer #django #python #sql #middle