CHI TIẾT CÔNG VIỆC
- Collaborate with business stakeholders to understand business challenges, define optimal analytical approach.
- Communicating findings and recommendations and collaborate with other partners.
- Propose solutions and strategies to business challenges.
- Propose & take part in the implementation of optimal solutions regarding data sharing.
- Mine and analyze large-scale data sources (both structured and unstructured) to uncover insights, issues and opportunities and recommend solutions.
- Undertaking data collection, preprocessing and analysis.
- Build, validate and deploy machine learning and/or deep learning models to solve the critical business problems (Customer Segmentation, Cross-sell/Up-sell, Customer Churn Prediction, etc.).
- Collaborate with engineering and product development teams.
- Provide technical sharing/training to team members.
YÊU CẦU CÔNG VIỆC
- Bachelor/Master/PhD's degree in a relevant technical discipline (Math, Engineering, Computer Science, Statistics or similar field)
- Excellent understanding of machine learning techniques and algorithms, such as k-NN, Naive Bayes, SVM, Decision Tree, Random Forests, etc.
- Understanding deep learning models, such as simple neural network, CNN, RNN, etc.
- Experience with common data science toolkits, such as R, Python, MatLab, etc. Excellence in at least one of these is highly desirable
- Familiar with bigdata framework, such as Hadoop, Spark, etc.
- Great communication skills
- Experience with data visualization tools, such as ggplot, qplot, matplotlib, etc.
- Proficiency in using query languages such as SQL, Hive, etc.
- Experience with NoSQL databases, such as MongoDB, Cassandra, HBase, etc.
- Good applied statistics skills, such as distributions, statistical testing, regression, etc.
- Good scripting and programming skills.
QUYỀN LỢI
- You'll love working in our dynamic environment with >14.000 young & active employees,
- Honor & Award for the best employees who have great contribution to the company's success, especially the awards night for 50 best employees each year will be held overseas
- Unique culture with many exciting activities: rookie training, 72 hours experience, team building, status quo, village festival...
- Attractive sports activities: football, badminton, swimming, table tennis, billiards ...
- Being trained by professionals, having many promoting opportunities to become managers in the leading technology groups in Vietnam, with >30,000 people and a professional environment.
- Obtaining full legal insurance coverage for yourself and your family with FPT-Care
THÔNG TIN THAM KHẢO
NƠI LÀM VIỆC:
336 Huỳnh Tấn PhátTân Thuận Tây, Quận 7, Thành phố Hồ Chí Minh
