Старший інженер з комп'ютерного зору на Python + AWS (offline)
Вимоги до кандидата:
- B.S/M.S. in Computer Science, Electrical Engineering or related degree
- five to seven (5-7) years of related experience or a combination of education, training, and experience.
- five (5) years of experience with architecting and designing enterprise scalable Python applications.
- Experience with Computer Vision.
- Python: Flask / Dask / Asynio etc.
- English B1.
Обов'язки:
- Partner with data scientists, developers, subject matter experts, and business stakeholders to operationalize Python-based models and deliver insights to the product’s web application.
- Architect Python platforms which are highly modular, scalable, and responsive; and that serve as a foundation for building key Data Science components. Ensure that the Machine Learning code, models, and pipelines are deployed successfully into production, and troubleshoot any issues that arise.
- Automate model training and testing and deployment via machine learning continuous delivery pipelines.
- Build data APIs and data delivery services that support critical operational and analytical applications for internal business operations, customers and partners
- Be involved in all aspects of the SDLC process from requirements, design, and build through deployment.
- Translates product requirements into working foundational components for platform thus ensuring functional and non-functional aspects are met.
- Work with the Product Technical Lead and Product Owner to define the strategic direction and develop tactical plans. Work with application and infrastructure teams to provision platform components.
- Effectively identify opportunities for change, implement change, and introduce new concepts, procedures, policies, and tools while providing a clear explanation of benefits and purpose.
- Document architectural standards, best practices, and mentoring application teams on developing highly distributed resilient and responsive applications.
- Serve as the primary point of contact on the most complex or escalated issues and may provide direction and guidance to team members.
- Understand and incorporate best practices in security and data protection.
Умови роботи:
- повний робочий день;
- віддалена робота;
- спілкування з командою англійською мовою;
- гнучкий графік в межах 5-6 годин перетину з робочим часом Чехії і процесів в команді.
Буде корисним досвід з:
- Machine Learning and Data Science methodologies.
- Experience implementing and integrating with RESTful API services in Python and building scalable and secure Python ML applications incorporating authentication and authorization dimensions.
- HTML, CSS, JavaScript, Node.js, Typescript, D3.
- Well versed in resiliency and scalability dimensions including instrumenting Python run time environment, web server configuration, and elastic container infrastructure.
- Experienced with deploying and managing elastic infrastructures based on Docker / Kubernetes footprint and cloud platforms such as Azure, AWS, or Google Cloud Platform.
- Experience implementing Python development best practices, modular and resilient assets, abstracting common capabilities as reusable libraries, and well versed with various types of storage mechanisms ex: S3 bucket, Oracle DB, MongoDB, BigQuery, etc.
- Experienced in automated build and deployment pipelines including static scan analysis, code coverage through unit tests, ability to debug, triage, and resolve functional and code optimization issues.
- Experience with distributed version control systems and tools (Git) and with automating application deployment, continuous delivery, and continuous integration.
- Proficiency with SQL and NoSQL databases
- Familiarity with AI/ML platforms, technologies (e.g. TensorFlow, PyTorch, Spark ML/MLlib, etc.)
- Familiarity with Big Data technologies (ex: HDFS, Hive, Spark, HBase, Kafka, etc.)
- B.S/M.S. in Computer Science, Electrical Engineering or related degree
- five to seven (5-7) years of related experience or a combination of education, training, and experience.
- five (5) years of experience with architecting and designing enterprise scalable Python applications.
- Experience with Computer Vision.
- Python: Flask / Dask / Asynio etc.
- English B1.
Обов'язки:
- Partner with data scientists, developers, subject matter experts, and business stakeholders to operationalize Python-based models and deliver insights to the product’s web application.
- Architect Python platforms which are highly modular, scalable, and responsive; and that serve as a foundation for building key Data Science components. Ensure that the Machine Learning code, models, and pipelines are deployed successfully into production, and troubleshoot any issues that arise.
- Automate model training and testing and deployment via machine learning continuous delivery pipelines.
- Build data APIs and data delivery services that support critical operational and analytical applications for internal business operations, customers and partners
- Be involved in all aspects of the SDLC process from requirements, design, and build through deployment.
- Translates product requirements into working foundational components for platform thus ensuring functional and non-functional aspects are met.
- Work with the Product Technical Lead and Product Owner to define the strategic direction and develop tactical plans. Work with application and infrastructure teams to provision platform components.
- Effectively identify opportunities for change, implement change, and introduce new concepts, procedures, policies, and tools while providing a clear explanation of benefits and purpose.
- Document architectural standards, best practices, and mentoring application teams on developing highly distributed resilient and responsive applications.
- Serve as the primary point of contact on the most complex or escalated issues and may provide direction and guidance to team members.
- Understand and incorporate best practices in security and data protection.
Умови роботи:
- повний робочий день;
- віддалена робота;
- спілкування з командою англійською мовою;
- гнучкий графік в межах 5-6 годин перетину з робочим часом Чехії і процесів в команді.
Буде корисним досвід з:
- Machine Learning and Data Science methodologies.
- Experience implementing and integrating with RESTful API services in Python and building scalable and secure Python ML applications incorporating authentication and authorization dimensions.
- HTML, CSS, JavaScript, Node.js, Typescript, D3.
- Well versed in resiliency and scalability dimensions including instrumenting Python run time environment, web server configuration, and elastic container infrastructure.
- Experienced with deploying and managing elastic infrastructures based on Docker / Kubernetes footprint and cloud platforms such as Azure, AWS, or Google Cloud Platform.
- Experience implementing Python development best practices, modular and resilient assets, abstracting common capabilities as reusable libraries, and well versed with various types of storage mechanisms ex: S3 bucket, Oracle DB, MongoDB, BigQuery, etc.
- Experienced in automated build and deployment pipelines including static scan analysis, code coverage through unit tests, ability to debug, triage, and resolve functional and code optimization issues.
- Experience with distributed version control systems and tools (Git) and with automating application deployment, continuous delivery, and continuous integration.
- Proficiency with SQL and NoSQL databases
- Familiarity with AI/ML platforms, technologies (e.g. TensorFlow, PyTorch, Spark ML/MLlib, etc.)
- Familiarity with Big Data technologies (ex: HDFS, Hive, Spark, HBase, Kafka, etc.)
About Secret Circle
The Secret Circle Solutions була заснована програмістом з досвідом роботи у DataArt та Lohika й персональними наробітками у сфері розробки на .NET і керування життєвим циклом ПЗ і юристом-підприємцем зі значним досвідом у бізнесі.Наша місія використовуючи найбільш релевантні технології створювати найбільш ефективні для клієнта рішення.
Ми розробляємо програмне забезпечення для стартапів і великого бізнесу й практикуємо сучасний DevOps підхід який допомагає новачкам швидше навчатися та робити менше помилок, а досвідченим розробникам сконцентруватися не на вирішенні проблем в команді, а на розробці корисного функціоналу для клієнта.
Company website:
https://secretcircle.solutions/
The job ad is no longer active
Job unpublished on
30 August 2020
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