20 days old

Post-Doctoral Data Analyst

Purdue University
West Lafayette, Indiana 47907
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  • Job Type
    Employee, Contract
  • Job Status
    Full Time
  • Shift
    1st Shift

The responsibilities of the position

  • Coordinating the development of software data pipelines in high-throughput plant phenotyping and big data analysis that enable the operation of current and future imaging and sensing systems in Purdue’s phenotyping facilities
  • Developing image analysis and machine vision algorithms to create critical and novel traits which facilitate the quantification of physiological processes of various plants, and the assessment of plant tolerance to various biotic and abiotic stress
  • Developing data management protocols and systems that are capable of handling data of large volumes and different varieties, and providing easy access by way of a graphical user interface (GUI) and standard application programming interface (API)
  • Collaborating with plant phenotyping facility managers to coordinate the operation of the facilities, especially the operation of various imaging systems and platforms, such as RGB, hyperspectral, X-ray imaging system and UAV-based imaging systems
  • Providing technical supports, guidance, coaching and training in image analysis to customers and partners. Communicate results to key stakeholders
  • Leading and working in projects with academic and industry partners. Contributing to implementation and application of novel machine learning methodologies in plant phenotyping

Requirements

Required qualifications

  • Ph.D. degree in Agricultural and Biosystem engineering, computer/electronic engineering, information technology, computational biology and other relevant background or proven hands-on experience in image analysis and machine vision
  • Excellent communication and collaboration skills to work with plant biologists, IT support team, engineers and algorithm developers

 

Preferred qualifications

  • Knowledge and experiences in multiple programming languages and platforms (e.g. Python, C/C++, Fortran, Matlab, PlantCV, ImageJ)
  • Familiar with manipulating georeferenced imagery and/or remote sensing image processing
  • Strong knowledge and experience in data management, specifically in the database applications, complex web applications, and storage technologies

Categories

Posted: 2019-11-14 Expires: 2020-01-13

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Post-Doctoral Data Analyst

Purdue University
West Lafayette, Indiana 47907

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