Data Scientist

Company:
Location: Singapore

*** Mention DataYoshi when applying ***

  • [CANDIDATES WHO REQUIRE WORK PASSES NEED NOT APPLY]

Responsibilities

  • Feature engineering on financial market data and market trends
  • Research on financial market data with purpose of detecting trading behaviour anomaly and market patterns
  • Develop risk management system for the exchange by identifying the leading factors of market movements and measuring the impact of market fluctuations
  • Enhancing data collection procedures to include information that is relevant for building analytic systems
  • Processing, cleansing, and verifying the integrity of data used for analysis
  • Building models to address business problem
  • Presenting information using data visualization techniques
  • Selecting features, building and optimizing classifiers using machine learning techniques
  • Extending company’s data with third party sources of information when needed
  • Creating automated anomaly detection systems and constant tracking of its performance

Requirements

  • Proven previous experience as a Data Scientist or Data Analyst
  • Large market experience (USA, China, India) required
  • Degree in Computer Science / Statistics / Mathematics / Financial Engineering or other quantitative field is a must
  • Ability to speak native level Mandarin is required for collaboration purposes with Mandarin speaking colleagues and clients based in Mainland China
  • Experience in data mining
  • Experience in machine learning application in finance market data, preferably in pattern recognition, anomaly detection. Familiarity with unsupervised algorithms
  • Proficiency in Python/C++/Java/R
  • Working experience with databases like SQL/ElasticSearch
  • Exposure to algorithm trading and knowledge of market microstructure is a plus
  • Familiarity with AWS and Linux is a plus
  • Good applied statistics skills, such as distributions, statistical testing, regression, etc
  • Problem Solving aptitude
  • Ability to meet deadlines and work in a fast-paced environment
  • Team player who is independent and collaborative

Benefits

  • Festive Gifts
  • Group Insurance
  • Flexible Working Hours
  • Up to 20 days Annual Leave
  • Employee Growth Funding
  • Regular Employee Bonding Events
  • Overtime Meal and Transport Benefits
  • Attractive Variable Bonus & Quarterly Incentives

Culture

  • We foster our core values through active listening, caring, and supporting continuous improvement for all our staff members
  • Experience the energetic working environment with multicultural staff members with varied skills and experiences

*** Mention DataYoshi when applying ***

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