Senior Data Scientist (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Data Scientist (AI): Leading the end-to-end machine learning model lifecycle for a global ride-hailing platform with an accent on system architecture, MLOps, and scalable data processing. Focus on designing robust ML systems, integrating models into production services, and driving business impact through innovative algorithmic solutions.
Location: Must be based in Tbilisi, Georgia (Hybrid)
Company
is a global ride-hailing and multi-service tech company on a mission to challenge injustice by providing fair pricing and services to millions of users worldwide.
What you will do
- Lead the full machine learning lifecycle from research and hypothesis testing to production deployment.
- Design and develop scalable ML systems, including data annotation and processing pipelines.
- Integrate ML models with existing backend infrastructure and contribute to system architecture.
- Monitor deployed models to ensure performance and address issues like concept drift.
- Mentor team members and participate in onboarding programs.
- Automate repetitive tasks and communicate technical findings to stakeholders.
Requirements
- Must be based in or able to work from Tbilisi, Georgia.
- Expert-level proficiency in Python and core data science libraries (Pandas, NumPy, Scikit-learn, PyTorch).
- Deep expertise in classic machine learning and deep learning techniques.
- Proven experience with MLOps practices, system design, and maintaining production services.
- Strong understanding of software system design and experimental design principles.
- Solid grasp of security, risk, and control concepts in production environments.
Nice to have
- Academic background in a quantitative field such as Computer Science or Mathematics.
- Proficiency in specialized ML domains like NLP, Computer Vision, Tabular ML, or Graph Neural Networks.
Culture & Benefits
- Access to mentoring, career consulting, and professional learning programs.
- Opportunities for international experience through the Global Talent Exchange Program.
- Co-financed language courses and internal speaking clubs.
- Participation in company-wide social impact and volunteering projects.
- Collaborative environment focused on initiative and continuous growth.
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