Description
Primary Skills python,CI/CD solutions,design patterns,developing machine learning,testing tools,configuration CI/CD solutions,big data frameworks,RESTful web services# Of Positions 1
Job Description We are looking for someone who can:
* Support our transformation from build data projects to building deliverable data products.
* Design and develop a framework which exports data science solutions as micro-services.
* Help us to setup and apply standards and CI/CD solutions to our work as a group.
* Help us design solutions which generalize and are configurable for different domains and different countries.
* Challenge the status-quo & and help us shape a new way of working for the center of expertise.
If you are an experienced software developer (5+ years) with system architecture capabilities and experience in putting testing, continuous integration and continuous delivery (CI/CD) solutions in place for data science products, we would love to hear from you.
Additional optional criteria which will be considered separately as a “plus”:
* An object-oriented mindset with experience in applying design patterns in production setting at scale.
* Strong python development skills.
* Experience developing machine learning pipelines or applications utilizing machine learning techniques.
* Experience with industry-accepted testing tools and frameworks (such as Selenium, TestNG, JUnit, and/or Cucumber, etc).
* Experience configuring CI/CD solutions (such as Jenkins, Gitlab CI, TFS, Docker, etc).
* Experience configuration CI/CD solutions for machine learning - CD4ML (such as MLFlow, Pachyderm, Kubeflow, Seldon core, etc).
* Experience with deep learning frameworks (such as Tensorflow, PyTorch etc).
* Experience with open source big data frameworks (such as Hadoop/Hive, Spark, etc).
* Experience writing RESTful web services (preferably in Django / Flask).