Machine Learning Engineer

2 tygodni temu

Warsaw, Polska STX Next S.A. Pełny etat
Expected, Python, PostgreSQL, MySQL, Oracle, Microsoft SQL Server, PyTorch, Tensorflow

About the project, Core values:
We believe that every problem has a solution, often hidden and not so obvious.

Our job is to work them out and the best are born from imagination, cooperation and craftsmanship., , How do we work? We work with clients for their benefit and the benefit of their target users.

We often act as consultants and architects, people who tear down the existing order, introducing changes and innovations. But just as often we act as craftsmen who must deliver software of the highest quality.
Your responsibilities, You will be assigned to a team working on a project for one of our foreign clients

Your responsibilities will include:
identifying research goals, literature review, formulating hypotheses, data collection & analysis, experimentation and testing.

The role of a Machine Learning Engineer has many variations, we are not looking for someone who is good at everything, but people with in-depth knowledge of a particular domain of NLP, Computer Vision or Recommender systems.

What is important to us is the foundation and basic understanding of the problems and ideas behind ML.We use ML methods in practice so we also value the ability to implement models in the form of API or integration with the client's system.

, Strong fundamentals of machine learning:
, types of ml problems:

classification, regression, clustering, etc, common evaluation measures: precision, recall, F1, IoU, ROUGE etc, scikit-learn models (random forest, SVM, xgboost), ensemble models etc., understanding dimension reduction techniques (PCA, TSNE, Umap), Data preparation and visualization libraries (pandas, matplotlib etc.)., Knowledge of current neural networks architectures (RNN, CNN, Transformers) and methods (transfer learning).

, Documented experience with one of the libraries:
PyTorch or Tensorflow.

, Good knowledge of relational databases and experience with one of :

PostgreSQL, MySQL, MS SQL, Oracle., Familiarity with Python., Good communication skills in English (minimum B2)., Problem solving and analytical thinking., Be nice and friendly.

Division of working time, Remote work - 100%
This is how we work, at the client's site
This is how we work on a project, Continuous Deployment, Continuous Integration
Development opportunities we offer, assistance in preparation to public speeches, conferences in Poland, intracompany training, substantive support from technological leaders, support of IT events, technical knowledge exchange within the company
What we offer, Work-life balance - We are open to discussing individual needs.

Set up working hours and limited remote work scheduled with your team and manager, in a way that works for both sides., Reimbursed private medical care (Medicover) and Multisport -We care about the health and well-being of our colleagues.

Choose a sports card and dedicated medical care for yourself and your relatives., Leader's support - Work with true enthusiasts and professionals who will support you along the way.

You can count on leaders and experts who are willing to share their knowledge so that you too can join their ranks someday., Technology focus - Python and JavaScript are not our only strengths, we are also very good at React Native, IoT, Machine Learning, .Net, DevOps and Blockchain., Growth review - Junior, Regular or Senior? Every year we have a chance to discuss acquired skills and prepare a development plan for upcoming months., Events- Attend exciting internal webinars, celebrate special days with us, and join us at conferences and meetups as a listener or speaker, Workation- Team trips where you have a chance as a team not only to work together, but also integrate f2f.

Benefits, sharing the costs of sports activities, private medical care, life insurance, remote work opportunities, flexible working time, integration events, computer available for private use

STX Next S.A., Hi there, , We are the biggest European Python Powerhouse with over 18 years of experience and deep commitment to Agile principles.

Join a group of 500+ professionals dedicated to helping customers build outstanding products., , Are you the NEXT one?

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