Mô tả công việc
- Identify valuable data sources and automate collection processes
- Undertake preprocessing of structured and unstructured data
- Analyze large amounts of information to discover trends and patterns
- Build predictive models and machine-learning algorithms
- Combine models through ensemble modeling
- Present information using data visualization techniques
- Propose solutions and strategies to business challenges
- Collaborate with engineering and product development teams
Yêu cầu công việc
Education, no. of year experience:
- Master’s or Ph.D. in computer science, mathematics, or statistics
- Experiences in life insurance/financial business is preferable
Technical skills:
• 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 5-7 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 analyzing data from 3rd party providers: Google Analytics, Site Catalyst, Coremetrics, Adwords, Crimson Hexagon, Facebook Insights, etc.
- Experience with distributed data/computing tools: Map/Reduce, Hadoop, Hive, Spark, Gurobi, MySQL, etc.
- Experience visualizing/presenting data for stakeholders using: Periscope, Business Objects, D3, ggplot, etc.
Soft skills:
- Strategic, analytic and creative thinker
- Excellent interpersonal and communication skills
- Risk takers, Self-starters and ambitious professionals with both technical and commercial acumen
- Ability to multi-task. Work well in team environment, as well as, independently
- Able to work under pressure and meet tight deadlines
Personal attributes
- Good team player, independent and result-oriented
- Flexible and open to changes
- Attention to details
Tại sao bạn sẽ yêu thích làm việc tại đây
- Salary for 13th month, Bonus & Special Bonus
- Full of social welfare under Vietnamese Labor Law (Insurance, annual leave, ...)
- Healthcare for yourself & Your Family
- Annual travel and team building activities
- 15-16 annual leave days
- Company will buy Life Insurance Contract for yourself after 1 year working
- Training: Trained in soft and technical skills
- International, challenging, and friendly working environment
Dai-ichi Life Việt Nam
Dai-ichi Life Việt Nam