AI Developer/ML Engineer
Location
Warsaw/Remote
Responsibilities:
- Designing and implementing machine learning solutions
- Evaluating new technologies, libraries, approaches and proposing innovative solutions
- Code optimization and ensuring processing efficiency
- Tool testing, yield/benefit evaluation
- Maintaining good programming practices (code review, CICD)
- Writing high-quality code (production-ready), in accordance with good SOLID practices
Requirements:
Professional experience:
- Minimum 2-3 years of experience in the Data Science field
Experience in implementation of commercial analytical projects (forecasting, classification, segmentation and recommendation models, optimization)
- Very good knowledge of Python, e.g. designing and building your own library
- Knowledge of tools for processing large data sets (Apache Spark)
- Preferred sectors: retail, telecommunications, banking and insurance, on-line - wherever there is a lot of data
- Experience in implementation of:
- Forecasting models (e.g. for sales or contract schedules )
- Classification models (e.g. probability of purchase, risk of non-repayment)
Nice to have:
- Experience in consulting projects
- Experience in using cloud solutions, e.g. Azure, AWS, GCP
- Knowledge of SAS: 9, Viya, 4GL, CAS, statistical procedures & machine learning
Technology Stack:
- Open-source: Python (or R), notebook experience (Jupyter, Zeppelin), Spark (PySpark),
- Libraries: Pandas, Numpy, Scikit-learn, Scipy, Xgboost (Keras, PyTorch, TensorFlow are welcome)
We offer:
- Modern technology stack and openness to implementation of the new solutions
- Participation in various and technologically advanced Data Science projects
- Working in a dedicated Data Science team
- Private medical care and sports card
- Flexible working hours and the possibility to work 100% remotely
- Integration meetings and unforgettable company events
- No dress code
Last modified Wednesday, July 10, 2024