YOUR ROLE AND MAIN TASKS:
- Building and deploying data-driven and machine learning solutions for portal personalization.
- Taking care of the whole machine learning process – verifying data quality, choosing optimal algorithms, feature engineering, model validation with correct metrics, interpretability.
- Monitoring, maintaining, and updating existing data / ML pipelines.
- Building solutions following best software practices – clean code, testing, automatic deployments.
- Working closely with data engineers, data scientists and development teams in building whole ML / data-driven infrastructure – reliable data pipelines and shared, clean data sources.
- Explaining and recommending optimal data-driven / ML solutions to both business stakeholders and developer teams.
- Sharing and improving ML / MLOps knowledge within the organization.
WHO WE'RE LOOKING FOR:
- Very good knowledge of Python programming, SQL, and Git
- Experience in training and validating ML solutions (decision trees, neural nets, regression models)
- Experience in building and deploying ML solutions in production environments
- Ability to scale solutions according to infrastructure or business requirements
- Good understanding of data lake / lakehouse architecture
- Good knowledge of English (C1) (work in an international environment)
WHAT WILL BE CONSIDERED AN ASSET:
- Professional experience with PySpark programming.
- Experience in working with Databricks Lakehouse platform ecosystem
- Professional experience with recommender systems and NLP
- Experience in structured streaming and Scala programming
- Familiarity with MLOps environments such as mlflow
- Previous experience in ecommerce data ecosystems
WHAT YOU CAN COUNT FOR:
- Exciting challenges and a huge influence on our project and business – you’ll be responsible for bringing our new projects live,
- Flat hierarchies, and direct communication in a very comradely atmosphere,
- A steep learning curve in a dynamic company with international orientation,
- Flexible working hours and either B2B or contract of employment,
- Stability in those pandemic times – growing, profitable business and proper safety rules,
- Possibility to develop your skills, thanks to trainings and cooperation with international experts.
BENEFITS:
- Private health care We provide access to the best specialists for you and your loved ones.
- Language classes English and German lessons in small groups, tailored to your skills.
- Remote work and flexible working hours Possibility of partial remote work, as well as adjusting working hours to your daily schedule.
- Office in the center of Wrocław Nearby cinema, fitness club and large selection of lunch places.
- Fruit Mondays There is no shortage of coffee, fruit, pizza, sweets and healthy snacks in our office.
- Company events in the best company After hours we often organize interesting outings or meetings in our office.