Data Architect [STAGE]

Détails de l'annonce

Internship / Apprenticeship Data Architect

WebApp backend and Data management

When: ASAP, 4 months or more. Location: near Paris (Clamart).


What is ScreenSeed? 

ScreenSeed is a start-up that accelerates the discovery of new methods to protect seeds for a more productive and environmentally friendly agriculture. 



How does it work? 

We build robots that continuously monitor hundreds of experiments with several sensors. The data is then processed by Machine Learning algorithms to perform thousands of tests on seeds. Researchers no longer need to spend time measuring experiments results manually. They can focus on interpreting results and take advantage of a whole variety of statistical results on the webapp we design.



Why a Data Architect at ScreenSeed?  

If you join the team, your main missions will be:

  • Managing and developing the backend architecture of a B2B web-app. 

    • Access and data management (API Django, PostGre, Rest)

    • Dealing with feature-specific needs from various companies

    • Managing confidential data and building highly-secured system

  • Building and improving a data pipeline from image acquisition to Machine Learning and DataViz in production.

    • Optimization of our Image storage system (Object storage, HDF5)

    • Improvement of our annotation tool in order to build an annotated database to enable training of ML models

    • Development and production of ML models (Tensorflow, Scikit-learn, …)

    • Testing core improvement such as real-time parallelized data management (Kafka, Hadoop, Spark, …)

  • Improving our devops infrastructure (gitlab, docker-compose…)

    • Making sure our devops process is safe and that we can get better code quality over time (CI, CD, tests)



Why ScreenSeed?

ScreenSeed is a young start-up of Machine Learning and Data enthusiasts. With data that you can use to work on real Machine Learning challenges, not just Least Square Regression. We want to apply our passion to improve agricultural productivity methods for a more sustainable agriculture. 

So if you want to get involved in a scientific and technical project that combines data science and biotechnology, if the start-up atmosphere appeals to you and if you are looking for a meaningful job, this internship is made for you! 




Why you?

Because you like computer science, data and machine learning, and are willing to develop your devops skills. We are looking for computer science and data engineering enthusiasts who can dive into code or take a step back to design the right architecture. Because you like and master some of these technologies: Python (Django, Scikit-Learn, TensorFlow, Keras, OpenCv), RMDBs (SQL, NoSQL, MongoDB, Cassandra, PostGreSQL), JSON, REST, Docker, Git (gitlab-CI, gitflow) and some experiences with with ML libraries.

Because you are comfortable with Unix systems and Bash scripting. data and image storage (LMDB, HDF5).


At ScreenSeed we have a strong feedback culture and we work as a team. If you are self-learning driven and that you know when to seize opportunities to be impactful. If you are aware that you are responsible for making plan B better than plan A, and that you know how to execute quickly. 


Finally, you are doing (or graduate from) a Master of Sc. related to Information Technology, Software Engineering or Computer Programming. 



And now what?

If you are interested, send us an email (edwin.grappin@screenseed.com) with a CV and tell us why you are the right person to join the team. We'll get back to you very soon! 

Profil recherché

Why you?

Because you like computer science, data and machine learning, and are willing to develop your devops skills. We are looking for computer science and data engineering enthusiasts who can dive into code or take a step back to design the right architecture. Because you like and master some of these technologies: Python (Django, Scikit-Learn, TensorFlow, Keras, OpenCv), RMDBs (SQL, NoSQL, MongoDB, Cassandra, PostGreSQL), JSON, REST, Docker, Git (gitlab-CI, gitflow) and some experiences with with ML libraries.

Because you are comfortable with Unix systems and Bash scripting. data and image storage (LMDB, HDF5).


At ScreenSeed we have a strong feedback culture and we work as a team. If you are self-learning driven and that you know when to seize opportunities to be impactful. If you are aware that you are responsible for making plan B better than plan A, and that you know how to execute quickly. 


Finally, you are doing (or graduate from) a Master of Sc. related to Information Technology, Software Engineering or Computer Programming. 

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