Software Engineer in ML

About the role

As a Software Engineer, you will be responsible for development, optimization, and preparation for deployment of our data acquisition and processing system which extracts 3D data from sport events based on video input.

On the development side, you will be responsible for designing proper abstractions for new and existing functionalities, testing and optimizing the existing code base (mostly with regard to data processing and communication part), and directly working with the deployment team to push, maintain and extend the production system. As a software engineer, you will also ensure that the code is well written, tested, and extendable.

We are open to ideas and give freedom in the taken approach and experimentation and expect that you will be able to work on the given tasks and deliver results with little supervision.

Full-time position. Work in a semi-remote work setup - so we are flexible regarding the location, although we do have preference for a Warsaw based-person. We are flexible also in terms of contract type (B2B & UoP/ UZ possible).

Responsibilities/Tasks:

  • Design, develop, test, deploy, maintain and improve new functionalities
  • Create, maintain and enforce good coding practices
  • Maintain and improve efficient code workflow
  • Optimize existing code

Requirements

  • Proficiency with Linux
  • Proficiency with Python, minimum 2 years of experience, 3-4 is optimal
  • Experience building and maintaining services in production
  • Experience working with cloud environment (AWS/GCP)
  • Experience with Docker
  • Fluent Polish
  • Good command of English

Preferred

  • Computer Science or Mathematics degree
  • Experience building or maintaining low-latency systems
  • Experience working in ML/DL or data engineering projects
  • Experience working with scalable/distributed systems
  • Experience with Python scientific stack: numpy, pandas

Benefits

  • Dynamic start-up environment with interesting scientific challenges & bleeding edge technology and models (this time for real)
  • Opportunity to build real-world deployable machine and deep learning-based products changing the world of Football
  • International projects & collaborations with top Football Clubs & Federations
  • Ability to directly influence development direction of a product
  • Team Kaggle competitions (we have 3 masters) & hackathons
  • Office in the strict center of Warsaw

Apply for job:

Software Engineer in ML

Please upload your CV in .pdf format (max 5 MB):


Data Controller: RESPO.VISION spółka z ograniczoną odpowiedzialnością
Purposes and legal basis of data processing:
- Provision of Services. We use your Data to provide services to you, as well as to accept or make related payments or to contact you in this regard. The legal basis for the processing is the necessity for the performance of a contract to which you are a party (Article 6(1)(b) GDPR). The retention period for such data processing lasts until the statute of limitations for claims arising from services provided to you.
- Processing your requests. We will process your Data to respond to your requests or complaints. The legal basis for the processing is the legitimate interest of the controller (Article 6(1)(f) GDPR). This legitimate interest is to enable us to properly handle your complaint. The retention period for such processing lasts until the statute of limitations for claims arising from your requests or complaints. 
- Contact. We use your data to communicate with you through various channels. The legal basis for processing your data is the legitimate interest of the controller (Article 6(1)(f) GDPR). This legitimate interest is to ensure proper communication with you. The retention period for such data processing lasts until you object to the processing, in any case no longer than 5 years. 
- Website analysis and personalization. We use your Data to personalize content and analyze the Site and web traffic. For this purpose, we use cookies. The legal basis for the processing is the legitimate interest of the Controller (Article 6(1)(f) RODO), consisting of the analysis of user activity in order to optimize the services provided. The storage period for such data lasts until you successfully object to their processing, but no longer than is necessary for the purposes of such processing.
- Newsletter. We may use your Data to conduct marketing activities for the Controller's services, which include sending a newsletter (if you consent to send commercial information electronically). The legal basis for data processing is the Controller's legitimate interest in direct marketing of our services (Article 6(1)(f) GDPR). The storage period for such data lasts until an effective objection is raised, but no longer than is necessary for the purposes of such processing.

Your rights: You have a number of rights in relation to our processing of your Data, which you can request by contacting us by email at contact@respo.vision. When contacting us, please remember to provide us with your contact details and preferred form of contact. This will allow us to respond to your questions and requests more efficiently.
These rights are: the right to access your Data, including to obtain copies of the Data, right to demand rectification of Data, right to Data deletion (“right to be forgotten”), right to restrict processing of your Data, right to withdraw consent – in the scope, in which your Data are processed under consent.