Data Scientist (m/w/d)

Client Startup that develops a car accident assistant.
Category Data Science
Published Jul 1, 2021
Uplink fee 10%, max. 6 months More info »
Job type Direct More info »

The client is looking for a Data Scientist, who wil be responsible for the development of action and cost prediction models in car insurance assisted by computer vision. Computer vision technology determines the damaged part of the car and classifies the severity/type of damage, and provides a detailed item-level invoice of the parts that would need replacement, and the additional labour that would be required to fully repair the vehicle. You will work together with the two CEOs.

Your tasks:
- Cleaning the data: in their dataset they have blended images of all vehicles involved in a collision, not properly tagged, and they need to filter the output of processing the images of the set with the relevant invoice
- Determining action prediction correlations: What type of damage in which part of the car probabilistically results in which repair task?
- Determining cost prediction correlations: What correlations can be inferred between the various parameters (part of the car, part type, type of damage, car model, etc) and the labour and parts cost?
- Developing such prediction models, and assessing their accuracy

Must have skills
AWS, Python

Start date
Earliest: asap
Latest: Jul 26, 2021
Start should be asap.

2-4 months
The project can be extended.

Fulltime preferred
You should be available at least 4 days/week with the possibility to downgrade to part time after some achieved milestones.

Partly possible
Mostly remote, 1-2 onsite sessions in Berlin would be great.

Language requirements
English is totally fine.

max. 90€ per hour
incl. Uplink fee

Onsite locations

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