Senior Data Scientist
Madfish
About the company: United Tech is a global IT product company shaping the future of real-time social connection. With millions of users across North America, Europe, LATAM, and MENA, we build next-gen mobile and web apps for live-streaming and social networking. Our platforms enable connection at scale fast, interactive, and deeply engaging. The market is projected to exceed $206B by 2030, and we are already leading the evolution. Founded in Ukraine, scaling worldwide.
About your role: As a Data Scientist, you step into a product ecosystem where millions of interactions happen every day across live streams. Your work becomes the engine behind smarter decisions at scale: transforming raw signals into predictive insights, elevating user journeys, and driving measurable business impact across Tier-1 markets. This role blends deep technical ownership with product thinking — you won’t just build models, you’ll shape how intelligence flows through one of the fastest-growing social & streaming platforms in our space.
In this role, you will
- Create, develop, and refine machine learning models to improve business effectiveness
- Work with cross-functional teams, including product and engineering, to deliver impactful features and improvements
- Utilize expertise in data structures, algorithms, and ML techniques to boost model performance and efficiency
- Apply best practices in MLOps for seamless deployment, monitoring, and maintenance of ML models in production
- Troubleshoot and resolve issues related to ML pipelines and model reliability
- Stay ahead of the latest trends and best practices in ML and AI
- Define and support the roadmap for the recommendation engine, focusing on gifts and coins recommendations
It’s all about you
- 2+ years of experience in machine learning and deep learning on tabular data, especially recommendation systems
- 2+ years of software development with Python and hands-on ML project work
- Experience designing a data science roadmap and leading technical execution
- Experience with cloud development on AWS/GCP/QWAK (GCP preferred)
- Experience deploying API-based ML models in dev/prod environments
- Solid understanding of A/B testing processes
- Strong grasp of the mathematics behind ML: linear algebra, statistics, optimization
- Extensive SQL experience — ideally BigQuery
- Excellent communication skills, strong teamwork
-
Responsibility and ability to work independently
Would be a plus
- Experience in the social networking domain
- Broader ML experience beyond computer vision or NLP-only backgrounds
What we offer
Care and support:
- 20 paid vacation days, 15 sick days, and 6 additional days off for family events
- Up to 10 additional days off for public holidays
- 100% medical insurance coverage
- Sports and equipment reimbursement
- Team building events, corporate gifts, and stylish merch
- Online yoga with an instructor certified by the Ukrainian Federation of Yoga
- Financial and legal support
- Position retention and support for those who join the Armed Forces of Ukraine
- Participation in social initiatives supporting Ukraine
Comfortable working environment:
- Work from our Kyiv hub or remotely with a flexible schedule
- Modern equipment or depreciation of your own tools
Investment in your future:
- Collaborate with a highly-skilled team of Middle & Senior professionals, sharing practical cases and expertise in the social networking niche
- 70% of our heads and leads have grown into their roles here – so can you!
- Performance-oriented reviews and Individual Development Plans (IDPs)
- Reimbursement for professional courses and English classes
- Corporate library, book club, and knowledge-sharing events
Hiring process
- Intro call
- Technical interview
- Test task
- Final interview with Head of Operations
- Reference check
- Offer