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Data Science and Machine Learning Expert (TPI)

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ID de l'emploi:

2858307

Lieu:

Maastricht, Limburg, Pays-Bas

Catégorie:

Consultant, Technologie de l'information, Transports
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Nbre de vues:

125

Code postal:

6200

Type d'emploi:

Temps plein, Indépendant

Publié:

21.06.2018


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Description de l'offre:

For one of our clients, Eurocontrol in Maastricht, we are looking for a Data Science and Machine Learning Expert (TPI) (FR/EN Fluent). We are looking for a consultant with at least 2 years of professional experience.

This offer is intended for freelance and employee candidates.

Context
The Maastricht Upper Area Control Centre (MUAC) is part of the EUROCONTROL Agency and is tasked with the provision of Air Traffic Control (ATC) services to civil air traffic in the upper airspace over Belgium, Luxembourg, the Netherlands and the north-western part of Germany.

The primary objective of Traffic Predictions Improvements (TPI) project is to improve traffic predictions calculated by the integrated Flow Management Position (iFMP).

Function Description
The data science and machine-learning expert is expected to:
- Familiarise with the different problem domains and with operational concepts
- Understand the technologies used in TPI project (e.g. Python, TensorFlow, data pre-processing, geometric functions)
- Analyse data, develop routines for data pre-processing and cleaning, and identify opportunities and bottlenecks for the quality of available data. Cooperate with experts working on the Post-OPS and Business Intelligence (PABI) project.
- Develop and evaluate machine-learning models in close cooperation with other machine-learning experts at MUAC.
- Experiment with different hyper-parameters, cost functions and neural network topologies, in order to obtain optimal prediction results
- Develop methods (and the associated code - if applicable) to measure accuracy of the prediction in the real-life integrated solution.
- Develop a maintenance approach for the machine learning model (retraining, revalidation,… as new historic data is generated)

Required knowledge / Experience
- University degree in mathematics, engineering or equivalent experience
- Good oral and written communication skills in English
- Knowledge on the principles of Trajectory Prediction (TP) and measurements of accuracy of TP
- Knowledge of the principles of machine learning
- Experience with handling data in Python (NumPy, Pandas)
- Experience with TensorFlow


Prefable knowledge / Experience
- Knowledge of advanced Air Traffic Management systems
- Experience with machine learning in Python (scikit-learn)
- Experience in processing/analysing large quantities of spatio-temporal data using Oracle Spatial and / or PostgreSQL PostGIS
- Experience in presenting spatial data using GIS systems (QGIS, GeoServer, OpenLayers) and web based technologies (HTML5, JavaScript, SVG)
- Experience in development of ETL processing using both Java and ETL tools (Java Spring Batch framework, Pentaho Data Integration Platform)
- Experience with designing dynamic data driven dashboards using Pentaho Business Analytics Platform

Our Company

Our company offers you the opportunity of realizing your professional goals in an international environment that stimulates personal development and teamwork.

If you don't want to register on this website, you can apply to this opportunity using this fast apply link.

Since 1999, our company has been providing consulting services to the community banking industry. 

We're specialized in Business Analysis and offers consulting services from scope definition and high-level business requirements documentation to detailed functional specification design.

We consider our highly skilled and knowledgeable staff to be our greatest asset and welcome qualified individuals into our warm and open working environment. There is a strong team spirit among all our staff members that is the key driving force behind our company spirit and philosophy.
We consider our highly skilled and knowledgeable staff to be our greatest asset and welcome qualified individuals into our warm and open working environment. There is a strong team spirit among all our staff members that is the key driving force behind our company spirit and philosophy.
- See more at: http://bemyjob.com/my-job-details/439360/Business-Analyst-Consultant.html#sthash.6jVO3Ljn.dpuf


We look forward to meeting you!

RBS sprl
Clos de la Masserée 12
1420 Braine-l'Alleud

TVA/VAT : BE 0467.079.744



Informations sur la compagnie

RBS sprl
Clos de la Masserée 12
Braine-l'Alleud, Brabant Wallon, Belgique

Téléphone:
Site web:

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