Data Scientist

  • Hết hạn trong 13 ngày nữa
  • Mức lương Thỏa thuận
Mô tả công việc
- 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 modeling 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 công việc

- 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.
* We’re looking for someone with 1+ years of experience manipulating data sets and building statistical models, has a Master’s or PHD in Statistics, Mathematics, Computer Science or another quantitative field, and is 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, SLQ, etc.
- Experience using web services: Redshift, S3, Spark, DigitalOcean, etc.
- Experience creating and using advanced machine learning algorithms and statistics: regression, simulation, scenario analysis, modeling, clustering, decision trees, neural networks, etc.
- Experience with distributed data/computing tools: Map/Reduce, Hadoop, Hive, Spark, Gurobi, MySQL, etc.

Quyền lợi được hưởng

- “FPT care” health insurance provided by AON and is exclusive for FPT employees.
- Company shuttle buses provide convenient way of transportation for all employees.
- Annual Summer Vacation: follows company’s policy and starts from May every year
- Salary review 2 times/year or on excellent performance
- International, dynamic, friendly working environment
- Annual leave, working conditions follow Vietnam labor laws.
- Other allowances: lunch allowance, working on-site allowance, etc.
- Ftown Campus provides many facilities for FPT employees such as football ground, basketball & volleyball, gym room, Coffee Shop, etc.

Địa điểm làm việc

Ho Chi Minh City, Quận 9, Hồ Chí Minh - Hồ Chí Minh (Hồ Chí Minh)

Ngành nghề
Tính chất công việc

Toàn thời gian

Yêu cầu về bằng cấp (tối thiểu)

Đại Học

Yêu cầu kinh nghiệm

Không yêu cầu


Ho Chi Minh City, Quận 9, Hồ Chí Minh

https://www.fpt-software.com/

>500 nhân viên

FPT Software là tên gọi khác của công ty TNHH Phần Mềm FPT với nhiệm vụ chính là gia công phần mềm tại Việt Nam và nước ngoài.
Thành lập từ năm 1988 đến nay với 3 Trụ sở chính FPT Software đặt tại Việt Nam và một số nước trên toàn thế giới như Hoa Kỳ, Nhật Bản, Malaysia, Đức, Úc, Singapore, Malaysia, Thái Lan và Philipines hiện FPT Software đáp ứng nhu cầu gia công phần mềm lớn cho hơn 150 công ty hàng đầu tại 20 quốc gia lớn nhất trên thế giới hiện nay với các hợp đồng lớn có khi đạt cả 1 triệ ...

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