Beschreibung
We are seeking an “Python Developer (m/f/d)” for our customer in the energy sector with the following basic conditions:Start:
End:
Location: remote in EU
Important Details:
Python Developer must optimize and review the code, monitoring and analysing the model and simplifying the code.
Preferred Experience & Background: trading or financial sector.
Tasks:
• The scope of services includes the following tasks, which are independently performed by the external consultant:
• Analyse the current valuation models in terms of minimizing the memory consumption and make suggestions for improvement. Afterwards, will decide which solution to implement.
• Consult the Quant- team in best practice on how to trace memory consumption (with IDE and / or windows/Linux tools)
• Detect memory peaks and which component is causing it – where component is referring to a class instance or function. The consultant will therefore get access to the relevant information in advance. He will present his findings and suggestions to the team.
• Consult the Quant- team in how to write unit tests to track memory footprint and to throw alert if exceeded
• Consult the Quant- team in how to compare memory consumption of different docker images which execute models
• Consult the Quant-team in how to redesign code such that simulations are processed in chunks/batches rather than all in memory at the time
• Train the Quant- team to understand how memory is allocated to a Linux process. How and how frequently these training take place is up to the consultant. He will further plan and schedule the sessions.
• Consult the Quant- in best practice about how to work with threads & streams
• Make suggestions about how to optimize the io/blocking code and show it by an example to the Quant- team.
• Make suggestions about how to optimize reading from sources and show it by an example to the team.
• Make suggestions about how to optimize the reading of big data objects, like pickle or TensorFlow graphs and show it by an example to the team.
• Make suggestions about how to optimize writing to storage accounts and show it by an examplet to the Quant team (MS Azure)
Requirements:
• Expert level knowledge in the area of python code optimization
• Experience with setting up caching mechanisms
• knowledge in python frameworks i.e. Tensor flow are of advantage
• Python in distributed computation environments i.e. Kubernetes clusters or equivalent
• English: must have
If you are interested, please do not hesitate to send me your application to
Do you have questions? You are welcome to contact me by calling:
Fikemi Adewuyi
– 60
I am looking forward to getting to know you!