Data Scientist - Defi/Quant/Blockchain
Central Singapore, Singapore
Mirana
We invest in projects and funds. Our Partners have built multiple organizations including: Windranger Labs, BitDAO, Dekrypt Capital...Responsibilities:
- Feature engineering on financial market data, blockchain data and market trends.
- Research on market data with the purpose of monitoring user’s behaviors and detecting abnormal trading behaviors, so as to maintain and enhance a secure, fair and healthy trading environment.
- Develop risk management and monitoring system to ensure the platform’s daily operation.
Requirements
- M.S or PhD in a quantitative discipline (math/statistics/optimization/computer science/financial engineering/etc.).
- At least 2-4 years’ experience as a Data Scientist.
- Experience in machine learning application in finance market data, preferably in pattern recognition, anomaly detection and behavioural modelling.
- Experience in end-to-end data pipeline from ETL, feature selection/extraction, hyper-parameter optimization, model validation to model deployment.
- Familiar with various visualization tools, ability to develop an interactive visualization system is a plus.
- Proficiency in Python/C++/Java/R and working with databases like SQL/Elasticsearch/Clickhouse as well as steaming tools like Apache Kafka.
- Exposure to algorithm trading and knowledge of market microstructure is a plus.
- Familiarity with AWS and Linux is a plus.
- Ability to meet deadlines and work in a fast-paced environment.
- Ability to take a broad, strategic perspective as well as drill deep to understand business needs and challenges.
- Fluent in both Mandarin and English in order to liaise with Mandarin speaking associates who can’t speak English
What you can expect:
- Fast-paced, result-oriented environment
- Exposure to the latest market insights
- Supportive team and open culture
Benefits
- Competitive Remuneration
- Regular Team Bonding
- Energetic & Fun Environment
- Flexi Working Hours
- Overtime Meal & Transport
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: AWS Blockchain Computer Science Elasticsearch Engineering ETL Feature engineering Finance Kafka Linux Machine Learning Model deployment PhD Python R Research SQL Statistics
Perks/benefits: Career development
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