Omina Technologies > SENIOR DATA SCIENTIST

Are you a Machine Learning Scientist and do you know of the state-of-the-art tooling in capturing content and translating human annotations to machine models? Are you familiar with image analysis, NLP, deep learning algorithms and solutions? We have the right opportunity for you! 

Main Activities and Responsibilities
Develop and apply image processing and machine learning methods in projects across Omina Technologies

  • The suitable candidate will bring active experience in analyzing images and work on the projects that require large data processing
  • Applying and developing machine learning techniques, the Machine Learning Scientist will drive the implementation of automated annotation and quality enhancement processes, to improve them in cost and time-efficiency
  • Using the available data, the Machine Learning Scientist will actively promote new ideas to enhance our competitive offerings
  • The Machine Learning Scientist will actively contribute to product and operational content strategies by identifying and ingesting new technical capabilities to forward Omina Technologies mission of leading the way in advancing science and technology 
  • Design and develop software modules that will facilitate operations in the following area: image signal processing (vision), classical, deep, reinforcement, transfer, and active learning as well as distributed parallel computing, by enlarging relevant knowledge and bringing-in new knowledge;
  • Pro-actively make knowledge available for operational use within Omina Technologies
  • Analyze extracted information to drive such processes as automated and manual data cleansing
  • Use data analytics to drive decisions for our content acquisition strategy
  • Use visualization tools to present findings to stakeholders and other relevant parties
  • Serve as internal and external specialist on Machine Learning techniques
  • The Machine Learning Scientist will also be able to act as a liaison between IT developers and (content) subject matters experts, translating information needs into software development


Qualifications

  • Master or PhD degree in Computer Science, Engineering, Statistics, Computer Vision, Image Processing or an associated area
  • A creative problem solver with a strong knowledge of statistics, image processing and machine learning methods and strategies
  • Industry experience is strongly preferred
  • Ability to drive new developments and implement process changes and disruptive technologies in the organization
  • Good communication and documentation skills with the ability to convey complex technical concepts to non-technical professionals
  • Experience working with a variety of stakeholders at the mid and senior management level


Technical skills

  • Software development experience in Python, R as well as scripting abilities. Hands-on experience developing modular components, specifically in Python
  • Good experience with data storage standards 
  • Proven experience with image analysis, image processing, image segmentation and image classification algorithms and tools.
  • Experience with NLP
  • Experience with Spark is a plus
  • Familiarity with agile software development
  • Experience with working in cloud-based environments such as AWS is a plus
  • Support technical scoping, design solutions requirements and testing, maintain documentation and perform code reviews
  • Know how to improve efficiency of existing code and optimize performance
  • Experience with Tensor Flow is a plus


What we offer

We welcome you to a truly dynamic and challenging environment with great opportunities for personal development. Omina Technologies’ benefits are very competitive.

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