CHI TIẾT CÔNG VIỆC
As a Data Scientist, you will implement machine learning models into critical business processes, forecast industry trends, and build data pipelines. Your primary focus will be applying data mining techniques, doing statistical analysis, and building high quality prediction systems integrated with our products like: build recommendation systems, improve and extend the features used by our existing classifier, build system for automated churn prediction, NLP learning, text extraction from images, etc.
Responsibilities
- 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
- Offer around $700 - $2000 & 15-17 months' wage/year
- 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
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