Time Series Data Scientist / Economist
East Agile Vietnam
- Chi tiết công việc
- Giới thiệu công ty
Vị trí công việc này hiện tại đã hết hạn nộp hồ sơ, bạn có thể tham khảo thêm một số công việc liên quan phía dưới
Mô tả công việc
Best agile environment
Talented developers
High salary with HR review every 6 months
The Job
Work from our office in Ho Chi Minh City.
You will create time series models using classical and modern statistical methods to demonstrate to the World the power of our repository of exogenous time series data drawn from financial markets, weather, and economics. You will develop methods that demonstrate how to select from 100,000 or more time series to improve existing models' predictive power. Applications are up to you to discover and may be in business, economics, finance, logistics, marketing, industry, science, etc.
You will be responsible for writing up and presenting your results in English as well as developing them. While you will have a team of software engineers to work with, you will be expected to write efficient Python code of your own.
You should only apply for this position if you have a strong background in some or all of the following: economics, business statistics, computer science, mathematics, statistics, data science, programming.
Your Skills and Experience
- A strong background in time series analysis, mathematics and statistics.
- Proven ability to write technical papers and develop time series models using Python.
- Excellence in the scientific Python stack: numpy, matplotlib/seaborn, pandas, scikit-learn, Jupyter notebook, etc.
- Experience with ARIMA, seasonal adjustment, stationarity, autocorrelation, VAR, time series forecasting.
- Solid foundation in traditional machine learning algorithms, from Naive Bayes, Linear Regression, SVM, KNN, to random forest and boosted trees.
- Experience in building, training, and evaluating deep neural networks using Google Tensorflow or Pytorch, and AWS or GCP infrastructure.
- Willing to work and wrangle with messy and incomplete data. Comfortable with SQL and Unix (MacOS or Linux command line).
- Education: We prefer a degree in economics, science, computer science, mathematics, statistics or economics from a top Vietnamese or foreign university.
- Excellent logic skills.
- Good verbal English communications skills.
- Prefer experience working in an agile development environment using eXtreme Programming and/or SCRUM.
- Willing to work closely and continuously with other researchers and programmers, almost never working alone.
Why You'll Love Working Here
The East Agile Experience includes:
(1) ability to transfer between our offices in Ha Noi, Ho Chi Minh City, and Da Nang,
(2) 15 days annual leave,
(3) excellent health insurance,
(4) a 40-hour regular work week with little or no after-hours work requirements,
(5) end-of-year Tet bonus,
(6) a fun and flexible working environment in a modern office,
(7) free office lunch,
(8) salary reviews every 6 months,
(9) business trips for meetings with clients in North America.
Yêu cầu
Quyền lợi
The East Agile Experience includes:
(1) ability to transfer between our offices in Ha Noi, Ho Chi Minh City, and Da Nang,
(2) 15 days annual leave,
(3) excellent health insurance,
(4) a 40-hour regular work week with little or no after-hours work requirements,
(5) end-of-year Tet bonus,
(6) a fun and flexible working environment in a modern office,
(7) free office lunch,
(8) salary reviews every 6 months,
(9) business trips for meetings with clients in North America.
Thông tin khác
SQL
English
Sign in to view
16 Tam Dao, District 10, Ho Chi Minh
See map
At office
45 minutes ago
Thông tin chung
- Ngày hết hạn: 07/04/2023
- Thu nhập: Thỏa thuận
Việc làm tương tự
Giải thưởng
của chúng tôi
Top 3
Nền tảng số tiêu biểu của Bộ
TT&TT 2022.
Top 15
Startup Việt xuất sắc 2019 do VNExpress tổ chức.
Top 10
Doanh nghiệp khởi nghiệp sáng tạo Việt Nam - Hội đồng tư vấn kinh doanh ASEAN bình chọn.
Giải Đồng
Sản phẩm công nghệ số Make In Viet Nam 2023.