QED SOFTWARE » Career » Backend Python Engineer

Backend Python Engineer

13 000 – 20 000 PLN Net

B2B; full-time; hybrid

What you’ll do

You will be a key figure in our Engineering Department, responsible for operationalizing innovative methods and solutions derived from the research and development conducted within our company. You will be working on the scalable machine learning platform called BlueQuail (https://bluequail.ai/) with embedded leading solutions in the fields of: data labeling, machine learning models development and diagnostics. You will be responsible for:

the backend side of the platform: communication with specialized scalable computing API, data storage and serialization, REST API design, and/or
data transformation pipelines implementation, the computing API of the system.

The Engineering Department is dedicated to delivering commercial-quality solutions as the final product. While focusing on delivering these solutions, we remain committed to periodically revisiting research activities to ensure a continual synergy between our engineering efforts and ongoing research endeavors. We work both on big in-house projects as well as cooperate with partners in specific implementations.

What you need to know

Experience in software development in line with the SOLID principles
Advanced Python and its open-source machine learning libraries (torch, numpy, pandas, scikit-learn, scipy and other)
Ability to develop tests in Python with common libraries like pytest or unittest
You must be proficient in at least one of the following areas:
- containerization: Kubernetes, Kubeflow pipelines, Docker Images
- backend:
  - SQL, relational database design principles
  - SQLAlchemy or Django ORM
  - Django/Flask/FastAPI (in case of no Django proficiency readiness to learn Django)
  - Django REST Framework
  - database requests profiling and optimization
Effectively communicating complex ideas to both technical and non-technical people
Linux
Bash or other script language
Git

Nice to have

Machine learning work experience
Ability to communicate concepts in data using visualizations
DevOps for cluster management, Ansible, Terraform, Kubespray
Relational db, PSQL
Seldon or other model serving framework
JSON schema validation
Ability to communicate concepts in data using visualizations
Trino or Presto

Skills

At least 3 years hands-on work experience in areas enumerated in the requirements
Ability and willingness to perform regular code reviews
Bachelor’s Degree (or equivalent or higher) in a Science or Engineering program
In-depth knowledge of Linux and containers
Experience with the implementation, architecture and operation of an on-premises containerized environment
CI/CD Development Environments/Tools: Git, GitLab/GitHub
Demonstrable experience in setting and meeting project goals when implementing and integrating complex technology concepts
Understanding of machine learning (both in theory and in practice)
Proficiency in Polish and English language at a communicative level

What your tasks will be

As a developer, your multifaceted responsibilities expand far beyond coding, e.g.:
- brainstorming the right technological solutions to complex problems,
- taking charge of the team, coordinating its workflow to consistently produce business value.
Your coding responsibilities will revolve around:
- containerization:
  - implementation of dynamically created Kubeflow pipelines system;
  - implementation of production ready pipelines in cooperation with research teams;
  - Docker Images creation, CI and automatic pipelines testing;
  - performance optimization.
- and/or platform backend:
  - implementation of generic data access and storage system based on Trino;
  - Design of serializers, database model and REST API for Machine Learning platform;
  - CRUD API implementation;
  - API CI and automatic tests implementation.
Development and maintenance of research libraries
Conducting business-driven research by experimenting with our solutions and performing the literature review
Summarizing completed tasks in a suitable form (report or documentation)
Code review and supporting colleagues in their daily work
Active participation and contribution to team meetings
Collaboration with third-party partners on specific implementations

What people we’d like to work with

with people who are open;
with people who are passionate about new technologies;
with people who enjoy teamwork.

Feeling convinced? Apply!

Full name

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By sending your application to us you consent to your data being processed for the purpose of recruitment:

I hereby give consent for my personal data included in the application to be processed for the purposes of recruitment for the indicated position at QED Software Sp. z o.o. with its registered office in Warsaw (00-052) at ul. Mazowiecka 11/49 (Data Controller). 
If you would like to be considered for any other position within the QED SOFTWARE Sp. z o.o, you should additionally consent to the processing of your personal data in future recruitment processes.

I consent to my personal data included in my application being processed by the said company for the purpose of its future recruitment processes.
Depending on your consent, we will process your data for a maximum of 60 days (during which time the recruitment for this position will certainly be completed) or 2 years from the date of submitting your CV. You have the right to withdraw any of these consents at any time. Withdrawal of consent does not affect the lawfulness of the processing carried out based on your consent before you withdraw it. Full information on the processing of your personal data can be found here - read more about privacy policy.

Your benefits

Hybrid work - one or two office days a week (location near Rondo Daszyńskiego and Warszawa Ochota train station)

Market-based salary adjusted to your skills

50% tax relief due to creative type of work

Flexible working hours

Internal trainings

10% time for self-development

Good location in the city of Warsaw (Wola), next to Zawiszy Square

Feeling convinced? Apply!

Full name

E-mail

Telephone

Message

By sending your application to us you consent to your data being processed for the purpose of recruitment:
I hereby give consent for my personal data included in the application to be processed for the purposes of recruitment for the indicated position at QED Software Sp. z o.o. with its registered office in Warsaw (00-052) at ul. Mazowiecka 11/49 (Data Controller).
If you would like to be considered for any other position within the QED SOFTWARE Sp. z o.o, you should additionally consent to the processing of your personal data in future recruitment processes.
I consent to my personal data included in my application being processed by the said company for the purpose of its future recruitment processes.
Depending on your consent, we will process your data for a maximum of 60 days (during which time the recruitment for this position will certainly be completed) or 2 years from the date of submitting your CV. You have the right to withdraw any of these consents at any time. Withdrawal of consent does not affect the lawfulness of the processing carried out based on your consent before you withdraw it. Full information on the processing of your personal data can be found here - read more about privacy policy.

Backend Python Engineer

What you’ll do

What you need to know

Nice to have

What your tasks will be

What people we’d like to work with

Your benefits

QED Software Sp. z o.o.

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