YOUR FUTURE TEAM
Department size: >10 Report to Vytenis, Head of Business Intelligence
Bring in your expertise to make an impact on a global scale. At HomeToGo we rank 20+ M offerings using gradient boosting decision trees and process 500+ million images using deep learning research techniques.
PERKS OF YOUR FUTURE EMPLOYER
Career of growth opportunities and promotions, 360 feedback, performance evaluation system, and mentoring from an international and distinguished team.
Culture of empowerment, trust, recognition, autonomy and quarterly transparency about
company goals. A focus on work-life balance, combined with consistent collaboration and support from a team of 30+ nationalities.
Compensation of attractive salary, visa sponsorship, language courses, employee-led workshops, company and team events, adjustable standing desks, unique and modern office, great IT equipment, additional holidays, public transport discounts, weekly yoga classes.
WHERE YOUR ACTION IS NEEDED
- Improve the world's largest vacation rental search engine by leading the development of various ML projects.
- Design and develop ML models in the context of large volumes of data.
- Automate and optimize ML processes, oversee deployment strategy.
- Help to form and grow the Data Science team.
- Constantly search for new algorithms and technologies to enrich HomeToGo’s ML stack.
YOUR SKILLS AND EXPERIENCE
- Higher education in mathematics, software engineering or related fields.
- Great SQL and Python coding skills.
- Ability to work with large amounts of data (e.g. experience with Apache Spark).
- Proven record of developing successful ML models from scratch.
- Capability to manage stakeholders and lead projects end-to-end.
- Ability to mentor less experienced Data Scientists.
- Professional working proficiency in English.
- Experience with WEB data projects - nice to have.
- Knowledge of AWS is a plus.