The product that needs your engagement:
Mobion & OnTaxi
Our mission is to propel the success of global ride-hailing companies by delivering intelligent, scalable SaaS solutions. Since 2016, we have optimized operations, enhanced user experience, and driven profitability with powerful analytics, intuitive interfaces, and flexible customization. With deep industry expertise and cutting-edge technology, we provide the agility and insights needed to thrive in any market, empowering businesses to adapt and grow in a fast-changing environment.
Technical stack: Python, Strong SQL, Kubeflow, MLflow, ETL.
Your future team of professionals:
You will be part of the Mobion product Data & Research team and work with highly motivated professionals who are passionate about the project. You will collaborate with engineers, product managers and analysts.
Your future challenges:
Design, launch and continuously improve ML-based dynamic pricing algorithms for a real-time marketplace.
Impact you will make:
— Development of machine learning models: Building and supporting models for pricing, demand forecasting, routing and analyzing customer behavior
— Data Science: Work with large volumes of data to uncover hidden dependencies and anomalies
— Deploying models to production: Collaborate with engineers to integrate models into the system
— Model monitoring and optimization: Constantly monitoring model latency, scalability, and implement versioning strategy
— Working with Business Teams: Collaborate with product managers and other teams to integrate models into the decision-making process
— A/B Testing and Model Evaluation: Analyze the results of experiments to improve the product
— Own the full lifecycle of ML solutions, from hypothesis and experimentation to production rollout and business impact measurement
Skills we are looking for:
— 4+ years of experience in data science
— Proven experience developing ML models for Surge Pricing, Demand Forecasting, or similar high-load, real-time prediction systems
— Experience working with time-series, geospatial data, and dynamic pricing algorithms is a strong plus
— Experience with Python (statistical and ML packages) and Spark
— Expert knowledge in SQL
— Knowledge of mathematical and applied statistics, probability theory, regression analysis
— Experience with ML tools: Kubeflow, MLflow, and ETL tools
— Experience in data preparation, feature engineering, and model evaluation.
— Git and Gitflow Workflow knowledge
— Successful experience in developing and implementing DS solutions into a product that led to improved business results
— English Upper-Intermediate or higher
Additional skills we would appreciate:
— Familiarity with mobility, logistics, or transportation data and KPIs (ETA predictions, surge pricing, driver utilization)
Benefits you get
Maintain your work-life balance
Take control of your workday with our flexible schedule.
19 days of annual vacation granted on a pro-rata basis.
No overtime required.
Hybrid/remote type of cooperation
Whether you prefer to work remotely in the comfort of your home office or from one of our 4 offices, you can help promote the global visibility of exceptional Ukrainian products from anywhere in the world.
Stay healthy
Comprehensive medical insurance from a leading Ukrainian provider, including a wide range of services and special programs for relatives, and special options for those who live abroad.
15 working days of sick leave per year — because your health is our priority.
Grow with us
In-house English courses to increase your proficiency through our online courses and speaking clubs with a native speaker.
Online learning activities, including workshops, lectures, and webinars to enhance your leadership, management, and self-awareness skills.
Experience exchange with our team of professionals who eagerly share their deep expertise across various fields.
Opportunities for promotions, rotations, and tra
