Company Description

Job Description

Responsibilities

• Develop and implement machine learning models to rank search results based on user behavior and preferences.

• Analyze large datasets to identify patterns and insights related to user interactions and search effectiveness.

• Collaborate with engineering teams to integrate ML models into the production environment.

• Continuously evaluate and improve the performance of existing ranking algorithms.

• Conduct A/B tests to measure the impact of changes.

• Research the latest developments in machine learning and search technologies.

Requirements

• Over 3 years of experience in Data Science, with experience in developing recommendation systems or NLP

• Strong Python, ML/DL skills, including experience with collaborative filtering, Transformers, and deep learning frameworks like PyTorch or TensorFlow.   

• Basic knowledge in statistics. 

• Experience working with Big Data.

• Proficiency in SQL (OLAP and OLTP)

• English B2

Nice to have

• Experience with designing real-time high-load ML systems.

• Experience with ElasticSearch

• Experience in an e-commerce environment with direct exposure to search engine algorithms and personalization.

• Experience with cloud platforms, particularly Google Cloud Platform, for scaling and managing analytical solutions.

• Familiarity with CI/CD principles, experience with model versioning, and understanding of MLOps fundamentals.

• Bachelor's or Master's degree in Computer Science, Data Science, Mathematics, Statistics, or a related field.

• Strong communication skills and ability to work collaboratively with technical and non-technical stakeholders.

What do we offer?

• Competitive salaries based on your professional experience

• Annual vacation of 22 working days and 1 additional day off on your birthday

• Meals Allowance

• Healthcare Insurance

• Mental Wellbeing Program- providing you and your immediate family members with free and confidential mental and physical health support services for a wide range of personal and work-related issues.

• AUTODOC Corporate Discount

• Opportunities for advancement, further trainings (over 650 courses on soft and hard skills on our e-learning platform) and coaching

• Free English and German language classes

• Referral Program with attractive incentives

• Flexible working hours and hybrid work

• Fast growing international company with stable employment

Join us today and let’s create a success story together!