Senior Data Scientist
fingerprint
Senior152 000-205 000 USD
About the position
Join a remote team as a Senior Data Scientist, focusing on improving identification services using advanced data science and machine learning techniques.
Tech stack
- machine-learning
- data-science
- sql
- aws
- clickhouse
- go
Requirements
Required:
- 5+ years of experience across machine learning, data science, and backend development
- Advanced foundations in machine learning and statistical methodologies
- Strong experience with supervised learning, including gradient boosting and handling high-cardinality categorical data
- Proficiency in exploratory data analysis, and creative problem-solving for dataset collection and performance estimation in the absence of labeled data
Nice to have:
- An academic background and a research mindset
- Backend development experience with Go
- Experience with analytical storage systems such as ClickHouse, Snowflake, or BigQuery
Responsibilities
- Develop data-driven algorithms for the Fingerprint Identification Service, applying ML techniques to raw, noisy, and unlabeled data to extract insights about browsers and devices
- Lead the design and implementation of supervised, semi-supervised, and unsupervised learning approaches to improve our identification capabilities
- Own data science projects end to end, from concept and experimentation through deployment into our real-time platform
- Conduct exploratory data analysis to investigate ad-hoc questions and address anomalous data