Senior Data Scientist
薪資範圍:1,400,000 ~ 1,700,000 TWD / year
At Pickupp, we heavily rely on data to make decisions. Indeed we believe some of the hard problems here in the technology team can only be solved with the correct data research and model built before our engineers put it into working code. With teams spread across Hong Kong, Singapore, Malaysia, Indonesia, Vietnam and Taiwan, you will get to learn working in a uniquely remote team environment.
Our business is growing very fast with more of these hard problems appearing. We are looking for passionate and skillful Senior Data Scientist to take up the challenge and dig deeper into these problems and corresponding data than we currently do. You will be able to apply what your problem solving skills, research skills, analytical skills and data modelling skills to solve real problems in the logistics space. You also get a chance to coach and teach juniors and practice and improve many other soft skills like project management, communication and leadership etc.
Example projects you might be working on:
- Routing optimization
- Inventory prediction
- Smart Pricing mechanism
- Recommendation engine
- Delivery Cost analysis and optimization
- Improving our Data Warehouse (Redshift) and Data Lake (S3) for dashboard, monitoring and analytics
About The Role:
- Build models and tools using technical knowledge in machine learning, statistical modeling, probability and decision theory, and other quantitative techniques.
- Understand the business reality behind large sets of data and develop meaningful analytic solutions.
- Utilizing SQL and code (Python, R, etc.) for analyzing data and building statistical models to solve assigned business problems
- Explore new data sources and data gathering techniques.
- Coordinate with different functional teams to implement models, carry out experiment and monitor outcomes.
- Further enhance processes and visualization tools to help business monitor key metrices and build operational alerts based on data.
- Breakdown complicated problem for juniors to work on, monitor their progress, enforce best practice and guide their growth
- Communicating verbally and in writing to business customers and leadership team with various levels of technical knowledge and promote data-driven decision making culture in the company.
Requirements:
- Bachelor's Degree or above in STEM or Economics
- 3+ years of experience with data scripting languages (e.g SQL, Python, R etc.) or statistical/mathematical software (e.g. R, SAS, or Matlab)
- 2 years working as a Data Scientist
- Strong proficiency in SQL
- Direct experience analyzing A/B experiments
- Demonstrable track record of dealing well with ambiguity, prioritizing needs, and delivering results in a dynamic environment
- Practical understanding and hands-on experience with regression modelling (linear and logistic) is preferred
- Direct experience with both supervised learning methods (linear and logistic regression, time-series modelling, generalized linear models, decision trees, random forests, support vector machines, etc.) and unsupervised learning methods (K-means, hierarchical clustering, association rules, principal components) is preferred
公司地址:
台灣台北市松山區敦化北路207號13樓其他:
企業物流解決方案第一選擇Pickupp 皮卡物流科技，深信科技與數據化將持續推動物流的未來，2016 年於香港創立，陸續在新加坡、馬來西亞以及台灣，成立國際化專業團隊。Pickupp 提供敏捷、彈性的智慧物流平台服務，不僅媒合商家、配送夥伴及消費者的需求，並與閒置空間業者、物流業者共享合作，善用數位科技顛覆傳統物流商業模式，有效節省用戶的營運成本，提高物流效率。Pickupp 已為超過 2 萬間跨國公司、物流巨頭 、零售和電子商貿等企業提供配送服務。Pickupp 大事記2016 ｜於香港創立2017 ｜推出當日 4 小時配送與隔日配送2017 ｜設立新加坡辦公室2018 ｜設立馬來西亞辦公室2019 ｜全亞洲突破1 萬商家，累積 1.8 萬位配送夥伴2019 ｜獲得多家機構資金挹注2020｜於香港、新加坡推出網購物流平台 Shop On Pickupp2020｜再度獲得多家機構新資金挹注2021 ｜全亞洲用戶數突破 2 萬賣家2021 ｜獲得PChome、基石創投、怡和、Reefknot (淡馬錫與Kuehne+Nagel LP）投資-2024-11-19