Data Scientist (Java, Python, Database)

Dai-ichi Life Việt Nam
Expired
+2
149-151 Nguyen Van Troi, Ward 11, Phu Nhuan, Ho Chi Minh
At office

Job description

  • 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

Your skills and experience

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

Why you'll love working here

  • 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

View company

Dai-ichi Life Việt Nam

Company type
IT Product
Company size
1000+ employees
Country
Japan
Working days
Monday - Friday
Overtime policy
Extra salary for OT