Machine Learning Internship

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Development · Cohelion HQ · Hybride

Machine Learning internship

Are you the best in Machine Learning? Come show us! You'll make a real difference here!

Is this you? Let's talk!

Who are we

Cohelion is an ambitious data company based in lively Rotterdam and sunny

Valencia. We have been in business for almost 20 years. Ever since that day, Cohelion

has been creating data integration, data management and big data solutions for

organizations.

With a dedicated team we work on a high-end generic data platform, currently in use by

various organizations; among them multinationals with hundreds of offices worldwide.

All our colleagues are individually skilled, highly motivated team players and passionate to create simple and user-friendly data solutions that empower organizations with valuable insights and information.

Background of the assignment

Cohelion provides data integration services to large multinational organizations. One of

those is a global air cargo handler that operates in over 300 airports worldwide. 5 years ago we had created a Machine Learning algorithm to create forecasts of operational tonnage volumes per station/customer/month. This was made using 8+ years of detailed historical data. A Python script was created by an experienced ML expert that has run since then.

The Challenge

Quite a lot has changed since then:

• more data is available

• the data quality has improved

• additional requirements have come in, for example to also take regional holidays into account

• Azure Machine Learning has matured

• and perhaps most important: the recent COVID pandemic has distorted many trends in historical data

The assignment/project

All of the above makes that a review/update is needed of the current algorithm that takes

the above into account.

We do see a possibility this assignment/project can be done within a project group of

2 students.

Expectations

We expect from this assignment:

• a new algorithm that performs better than the existing one (better means: forecast is

closer to actuals)

• ideally it would use Azure Machine Learning services

• sharing knowledge within our organization

The following experience is recommended

• experience with time-series forecasting (RNN or otherwise)

• experience with Azure ML stack (no requirement, but a bonus)

We can provide the following

• large, realistic (but anonymized) data sets

• current forecasts as benchmark

Working conditions

• a very skilled and "gezellig" team to work with

• a beautiful view on the Maas river

• a healthy lunch, regularly afternoon drinks and outings

• a fair internship compensation

Foto van

Contact - Cohelion Overhead

Over Cohelion

Cohelion is een sterk groeiende, internationale scale-up uit Rotterdam die internationale bedrijven in de luchtvaart, transport & logistiek helpt met unieke en niche, specifieke data-oplossingen zoals performancemanagement, winstgevendheidsanalyses en forecasting. We zijn gevestigd in Rotterdam en hebben een tweede kantoor in Valencia. Ons team bestaat uit enthousiaste en betrokken collega's. Onze cultuur is nuchter en tegelijkertijd ambitieus, klantgericht, collegiaal, informeel en vooral gericht op kwaliteit en inhoud.

Is this you? Let's talk!

Development · Cohelion HQ · Hybride

Machine Learning internship