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Machine Learning Engineer in EVO
28 November
18 views
EVO
Without experience
Kyiv
Full-time work
Prom.ua countries.On Prom.ua:every buyer can find everything they need at the best price: from a toothbrush to cultivator for the garden and vegetable garden.every entrepreneur can sell goods in the marketplace catalog, on the website created on the Prom platform and in the mobile application "Prom purchases".Prom.ua in numbers:4.8 million people visit the marketplace every daymore than 60 thousand companies work on the marketplace200 million products in the catalogDirections of the team's work:
On Prom.ua:
- every buyer can find everything they need at the best price: from a toothbrush to cultivator for the garden and vegetable garden.
- every entrepreneur can sell goods in the marketplace catalog, on the website created on the Prom platform and in the mobile application "Prom purchases".
Prom.ua in numbers:
- 4.8 million people visit the marketplace every day
- more than 60 thousand companies work on the marketplace
- 200 million products in the catalog
Directions of the team's work:
- product recommendations and personalization
- collapse of goods into product models
- automatic quality assessment and moderation of goods content: categorization, machine translation, auto-completion of characteristics, content generation
- search and ML-ranking
- generation and linking of tags for SEO
Features of working in a team:
- we actively immerse ourselves in the product environment, we closely interact with other teams – > little research goes under the table, many models in production
- we understand the set goals, focus on the result -> models do what is necessary and do not do what is not necessary
- minimum bureaucracy, you can choose tasks that are more to your liking, we encourage initiative, but also count on responsibility for the resultit would be easier to introduce models from scratch jokes
- we exchange experience: we conduct authoring courses, present our projects, organize brainstorms
We build close ties with development teams, testing and analysts.
For everyday work, a JupyterHub server is raised with the ability to set the necessary characteristics of the working environment, you can work on a local machine. We have our own servers with video cards for training and deployment of models.
For this role, it is important:
- experience in working with machine learning: problem formulation, data collection and research (PySpark, pandas), model training, evaluation of results, analysis of model performance, preparation for deployment;
- experience in classification/segmentation/generation of texts using both classical methods and deep learning;
- experience of deploying and supporting the model in production, improving existing models;
- ability to write reliable and clean code in python, understanding and using various data structures, OOP, as well as VC (Git etc);
- ability to test your solutions and ensure their smooth operation.
Will be an advantage:
- experience working with development frameworks neural networks (PyTorch/TensorFlow);
- using linters (ruff) and data type checking tools (mypy);
- experience with Docker, package managers (uv, pdm), CI/CD.
About working at EVO:
- social package - official employment, 24 days annual paid vacation and unlimited sick days so you can rest and take care of your health.
- health care — we cover health insurance and offer the support of a corporate psychologist, because we believe that taking care of your mental health is just as important as your physical.
- flexible work format - remotely or in the office. you cane work remotely or visit our cozy office in Kyiv, which is completely energy-independent and equipped with everything you need.
- volunteer community - we regularly hold charity auctions, collect money for reconnaissance drones and support volunteer initiatives of employees.
- we provide equal opportunities for everyone - that is why we do not allow discrimination on any grounds. We are also open to cooperation with veterans and are ready to support them on the way to new professional achievements.
- opportunity for training and professional growth. Honesty and openness in all communications. Constructive feedback based on work results. Support of the leader and the team.
We are waiting for feedback and we will get to know each other :)
Without experience
Kyiv
Full-time work