Annonce postée par : Mallavan Benjamin (benjamin.mallavan(a)airbus.com)
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Job description
Embedded in the Geospatial Solution Development team, the Data Scientist & Mapping is
responsible for the
end-to-end development, specification, monitoring and maintenance of satellite data
science workflows and
processing algorithms/ analytics, addressing diverse use cases in multiple verticals
market. You will collaborate
with an experienced team of engineers and product owners/ project managers to build
scalable solutions. You
will be deeply involved in working with our customers and the broader industry to research
and understand the
ever evolving needs and use cases leveraging satellite data.The position offers the
possibility to constantly
explore new operational needs of new customers and to develop innovative services
leveraging unique hightechnology
such as 30 cm resolution imagery from our Pléiades Neo satellites, 3D models with our
future CO3D
constellation and unique Data Science/ AI/ ML processing capabilities.
Main objectives
In close relationship with the Innovation team and the Analytics Product Owners/ Project
Managers you will
develop, qualify and maintain the algorithms and AI/ ML models fuelling our existing or
future mapping solutions.
As member of the Data Science team you will define, validate and continuously improve the
Data Science &
Mapping workflows answering to the qualified 3D and urban use cases brought to you by
different channels:
Projects, Sales, Solutions Developers, or yourself! Contribute to continuous improvement
and projects/ service
quality by regularly monitoring the operational algorithms/ models performance and the
overall workflow stability
Support the growth of the activity by contributing to bids by scoping, defining and
costing the Data Science
activity within the project or service to be proposed Act as a Data Science consultant by
supporting the use case
qualification and customer conversion, by learning continuously and by disseminating your
know-how internally
and externally Together with the Solution Developers define and implement Proof of
Concepts to boost the
qualification of customer needs and the consolidation of the solution workflow.
Skills
Required –the following is an absolute must-have:
- PhD or Masters in a relevant field (Computer Science, Remote Sensing, Geographic
sciences,
Statistics, Applied Math...)
- 3-5 years of experience applying advanced AI/ ML techniques to real-world problems
- Experience implementing a breadth of different modelling approaches/ techniques
- Experience manipulating satellite or aerial data, derived products (DSM, DTM, 3D points
cloud) and land cover maps from images
- Knowledge of mapping basics: cartographic database organization and use, map
projections, geodetic systems, photogrammetry (ortho-correction of
images)
- Demonstrated ability to iteratively conceptualize, design and build data-driven
analytical models
- Experience with common analysis tools (Python, SQL, R and Matlab). Demonstrable
familiarity with code and programming concepts.
- Strong communication skills: Ability to translate deep mathematical concepts and
practices into language that non-experts can understand and build upon. And conversely,
ability to translate business needs and user needs into language and concepts that other
data scientists can understand and work with.
- Creative problem-solver, able to think out of the box and resilient -able to deal with
complexity
- Fluent French and English
Bonus –you will get an edge if you can exhibit the following:
- Experience of Geospatial Information Services tools (ArcGIS, QGIS, Geomedia, AutoCAD Map
3D, etc.), related applications and use cases (Urban planning, Smart Cities, Climate&
Energy, Hydrology, Risk Management, Civil Engineering, etc.)
- Knowledge of IoT and possible urban applications using very high-resolution images
- Experience in cloud development (GCP, Azure, AWS, etc.)
- Demonstrated energy and passion that extends beyond your field of study
If you are a genuine problem-solver, passionate about fulfilling the challenge of
leveraging geospatial decision making for enterprise clients, if you are excited about the
opportunity to join a global, dynamic, fast-growing business at the heart of geopolitical
and environmental change on the planet, please submit your profile!
We can’t wait to hear from you…
apply here:
https://ag.wd3.myworkdayjobs.com/en-US/Airbus/details/Data-Scientist---Mapp…
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