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|---|---|---|---|---|---|
Mirana | Singapore, Singapore | $58k - $100k | |||
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Mirana
$58k - $100k estimated
This job is closed
Responsibilities:
- Feature engineering on financial market data, blockchain data and market trends.
- Research on market data with the purpose of monitoring userās 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 platformās daily operation.
- M.S or PhD in a quantitative discipline (math/statistics/optimization/computer science/financial engineering/etc.).
- At least 2-4 yearsā 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 canāt speak English
What you can expect:
- Fast-paced, result-oriented environment
- Exposure to the latest market insights
- Supportive team and open culture
- Competitive Remuneration
- Regular Team Bonding
- Energetic & Fun Environment
- Flexi Working Hours
- Overtime Meal & Transport
How do I get a job at DeFi?
Getting a job in the DeFi (decentralized finance) industry can be a competitive process, but there are a few steps you can take to increase your chances of finding a job in this field:
- Build up your skills and knowledge: To work in DeFi, you'll likely need to have a strong understanding of blockchain technology, as well as other related technologies such as smart contracts and cryptocurrency. Consider taking online courses or earning a degree in a relevant field to build up your skills and knowledge.
- Network with industry professionals: Attend meetups and conferences related to DeFi and make connections with professionals in the industry. Networking can be a valuable way to learn about job openings and get your foot in the door at a DeFi company.
- Create a strong online presence: Many DeFi companies will look at your online presence (such as your LinkedIn profile and personal website) when considering you for a job. Make sure to showcase your skills and accomplishments online and keep your profile up to date.
- Apply for relevant job openings: Keep an eye out for job openings at DeFi companies and apply for positions that align with your skills and experience. Apply for DeFi Jobs without Experience. Tailor your resume and cover letter to the specific job you're applying for and highlight any relevant experience or skills you have.
- Consider internships or volunteer work: DeFi Internships or volunteer work can be a great way to get your foot in the door and gain valuable experience in the DeFi industry. Many companies also offer internships to students, so consider applying for an internship if you're still in school.
- Be persistent: keep trying if you don't get a job right away. It can take time to find the right opportunity, but with the right skills and determination, you can land a job in the DeFi industry.