Thông tin công việc
Chức Danh: Data Scientist
Danh mục: CNTT - Phần cứng / Mạng
Loại hình công việc: Nhân viên chính thức
Mức lương: Trên 1,000 USD
Công ty: GalaxyOne
Mô tả
1. JOB PURPOSE
Support the company’s products, sales, leadership and marketing teams with insights gained from analyzing company data.
2. RESPONSIBILITIES:
- Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions.
- Mine and analyze data from company databases to drive optimization and improvement of product development, marketing techniques and business strategies.
- Assess the effectiveness and accuracy of new data sources and data gathering techniques.
- Develop custom data models and algorithms to apply to data sets.
- Use predictive modelling to increase and optimize customer experiences, revenue generation, ad targeting and other business outcomes.
- Develop company A/B testing framework and test model quality.
- Coordinate with different functional teams to implement models and monitor outcomes.
- Develop processes and tools to monitor and analyze model performance and data accuracy.
Yêu cầu
REQUIREMENTS
- 3-5 years of experience manipulating data sets and building statistical models.
- Degree in Statistics, Mathematics, Computer Science or another related field.
- Strong problem solving skills with an emphasis on product development.
- Experience using statistical computer languages (R, Python, SLQ, etc.) to manipulate data and draw insights from large data sets.
- Experience working with and creating data architectures.
- Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks.
- Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) and experience with applications.
- Excellent written and verbal communication skills for coordinating across teams.
- A drive to learn and master new technologies and techniques.
Experience with Data tools:
- Be familiar with the following software/tools:
- Coding knowledge and experience with several languages: C, C++, Java, JavaScript, etc.
- Knowledge and experience in statistical and data mining techniques: GLM/Regression, Random Forest, Boosting, Trees, text mining, social network analysis, etc.
- Experience querying databases and using statistical computer languages: R, Python, SQL, etc.
- Experience using web services: Redshift, S3, Spark, AWS, GCP, etc.
- Experience creating and using advanced machine learning algorithms and statistics: regression, simulation, scenario analysis, modeling, clustering, decision trees, neural networks, etc.
- Experience analyzing data from 3rd party providers: Google Analytics, Site Catalyst, Coremetrics, Adwords, Crimson Hexagon, Facebook Insights, etc.
- Experience with distributed data/computing tools: Map/Reduce, Hadoop, Hive, Spark, Gurobi, MySQL, etc.
- Experience visualizing/presenting data for stakeholders using: Periscope, Business Objects, Tableau, PowerBI, etc.
Yêu cầu bằng cấp: Chưa nhập
Yêu cầu hồ sơ:
- Bằng cấp:
Đại học - Độ tuổi:
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Yêu cầu độ tuổi: Chưa nhập
Yêu cầu kinh nghiệm: 2 - 5 Năm
Yêu cầu giới tính: Chưa nhập
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GalaxyOne là công ty công nghệ, thành viên của tập đoàn Sovico, nhằm mang lại giá trị cho Sovicovà khách hàngthông qua việc kết nối số với sản phẩm dịch vụ. GalaxyOne là nhà tiên phong kỹ thuật số của Sovico group thông qua: Quản lý tập trung công nghệ Thúc đẩy chuyển đổi số cho các Cty thành viên Xem chi tiết...