מציאת משרת הייטק בחברות הטובות ביותר מעולם לא הייתה קלה יותר
Job Responsibilities:
Drive the direction of our technical solutions, and work on many different technologies such as deep learning, AWS, Auto ML, real-time ML serving systems.Design, develop, and production software to support scalable offline machine-learning pipelines and online serving components.Why you love this opportunity:Internal job description
Loop competenciesBasic qualifications
Programming experience with at least one software programming language.
1+ years of experience in software development
Experience with building machine learning infrastructure, data pipelines to train ML models, etc.
Experience with common machine learning techniques such as pre-processing data, training, evaluation of classification and regression models.
Experience in building large-scale machine-learning infrastructure for online recommendation, ads relevance and/or ranking, personalization, search, or similar area.
Preferred qualifications
Industry experience in software development.
Experience with machine learning in production
Experience with Big Data technologies such as AWS, Hadoop, Spark, Pig, Hive, Pig, Hive, Presto, HBase, etc.
Excellent software systems design expereince
Experience with ML libraries/frameworks such as Tensorflow, AWS Sagemaker, Keras, PyTorch, etc.
Coursework or thesis in machine learning, data mining, information retrieval, statistics or natural language processing
Advanced knowledge of performance, scalability, enterprise system architecture, and engineering best practices
- 3+ years of non-internship professional software development experience
- 2+ years of non-internship design or architecture (design patterns, reliability and scaling) of new and existing systems experience
- Experience programming with at least one software programming language
- 3+ years of full software development life cycle, including coding standards, code reviews, source control management, build processes, testing, and operations experience
- Bachelor's degree in computer science or equivalent
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