Tóm lược
Mô tả công việc
Tóm tắt công việc
- We are looking for a Data Scientist to analyze large amounts of raw information to find patterns that will help improve our products. We also rely on you to find the way of extracting valuable information from vast amount of data and make a recommendation system that provide quality information for the users.
- In this role, you should be highly analytical with a knack for analysis, math and statistics. Critical thinking and problem-solving skills are essential for interpreting data. We also want to see a passion for machine-learning and research.
Responsibilities:
- Selecting features, building and optimizing classifiers using machine learning techniques
- Data mining and recommendation using state-of-the-art methods
- Processing, cleansing, and verifying the integrity of data used for analysis
- Building similarity models such as image similarity, words similarity, phrases similarity
- Identify valuable data sources and automate collection processes
- Build predictive models and machine-learning algorithms
- Propose solutions and strategies to business challenges
- Collaborate with engineering and product development teams
Why You'll Love Working Here
- High salary based on your ability
- Work with the high technology projects for big customers
- Trained with soft skills for Technical Leader, Product Owner
- Work in the best environment with the ice office
- Provided the newest Macbook Pro, 4K Monitor, iPad for comfortable working
- Free drinking/ snack in office
- Health Insurance
- Company trip, team buildings, parties at nice places
- And many thing you can detect afterwards
Yêu cầu công việc
Your Skills and Experience
- Great communication skills, problem solving skills with an emphasis on product development.
- Excellent understanding of machine learning techniques and algorithms, such as Decision Tree, Naive Bayes, K-Means, Random Forest, etc.
- Experience with common data science toolkits, such as R, Python, Java, SQL, NumPy, etc.
- Good applied statistics skills, such as distributions, statistical testing, regression, etc.
- Strong math skills (e.g. statistics, algebra)
- Experience using business intelligence tools (e.g. Tableau) and data frameworks (e.g. Hadoop) is nice to have
- Experience with one/some of common databases, such as MySQL, PosgreSQL, Cassandra, MongoDB
- Experience with data munging, visualization and reporting
Ngôn ngữ
-
English
Nói: Intermediate - Đọc: Intermediate - Viết: Intermediate
Yêu cầu kỹ thuật
- Java
- Python
- MS SQL
- Algorithm
- Machine Learning
- Statistics
- MySQL
- MongoDB
- Cassandra
- Regression Testing
- Hadoop
- Tableau
- Product Development
- BI
- Decision tree
- Numpy
NĂNG LỰC
- Communication Skills
- Problem Solving Skills
- Teamwork
Thông tin doanh nghiệp
Est Rouge, cutting Edge IT Tech company for Entertainment and Travel Industries.
Est rouge is originated in Japan and brings Japanese marvellous web services onto Global market, especially South East Asian market.
We are providing methods to adjust your idea and service into new world from planning to growth with Global development team centered in Japan and Vietnam.