JOB DESCRIPTION
We are seeking talent with a strong background in machine learning and computer science (or related engineering fields) who has demonstrated practical experience to conduct research & development to help us create leading financial products. Your primary focus will be in (1) contributing to our leading R&D in Machine Learning and AI in finance, and (2) applying data mining techniques, doing statistical analysis, and building high-quality prediction systems integrated with our products in finance.
RESPONSIBILITIES
- Collaborate with Business owners to define and design a roadmap for financial products
- Collecting, cleaning, and preparing data at a large scale for modeling, building, tuning, and evaluating Predictive modeling using state-of-the-art methods
- Constantly monitoring and evaluating model production, identify data anomalies that could affect model performance in production
- Enhancing data collection to integrate information that is relevant to products Doing thorough analysis, explore and visualize data to gain an understanding of it, presenting insight of data in a clear manner
SKILLS & QUALIFICATIONS
- BS/MS degree in a quantitative field (e.g., Computer Science, Information Technology, Applied Math, etc.), ideally, with experience, some academic training in Machine Learning or using Machine Learning techniques and algorithms
- Good data engineering skills, such as data wrangling, feature engineering, sampling model building, model tuning, evaluation, and a solid foundation in probability and statistics are a plus.
- Experience with Hadoop and Big Data-related technologies such as Map Reduce, Spark, Hive, HBase, Cassandra …
- Experience with common data science programming languages/frameworks, such as Python, Scala, R, SQL …
- Great communication skills, strong problem-solving capabilities, and a desire to learn
- Data-oriented, production-oriented personality, strong product ownership. You keep a high bar for product quality
- Excellent team player with the ability to maintain strong internal and external relationships
BENEFITS
- Challenging problems to solve with high impact to the society.
- High performing team members with strong background.
- Great problems to solve, great team to work with.
- Competitive starting salary.
- 13th salary, and bonuses depend on company profits, project reward.
- Company-provided Apple computers.
- Probation with 100% salary
- Benefits for special holidays (Birthday, Marriage, Women’s Day, Tet Holidays, Mid-Autumn, New born babies, International – Children ‘s Day…)
- Social Insurance on TOTAL salary
- Support lunch 80.000VND/day and Happy Friday.
- 12 days of annual leave and 1 day of birthday leave.
- Annual Health check-up.
- Team building and company trip at 5-stars resort.
- Support Grab for work.
- Health care insurance for employees and family.
- Life Insurance for the employee with indefinite contract.