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Company Description POWERING CRYPTO WITH DATA CoinMarketCap is the world’s most trusted and accurate source of data f...

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Selected role

Senior Data Scientist Algorithm Quant Trading

Coinmarketcap Taipei, Taiwan

Live

$95k - $110k · Senior Full-time Posted about 2 years ago 4 min read

Company Description

POWERING CRYPTO WITH DATA
CoinMarketCap is the world’s most trusted and accurate source of data for cryptocurrencies. Used by millions of individuals, organizations, and exchanges, CoinMarketCap brings the most up-to-date market capitalizations, pricing, and cryptocurrency information to our users.

Pulling data from multiple exchanges and combining our robust research allows us to provide the most realistic representation of each cryptocurrency. As we grow, we will continue to provide access to our data wherever, whenever, and however is most helpful to our users.

CREATING AN OPEN WORLD
Our mission is to be the world’s authority on cryptocurrency data. We believe in an open and decentralized world, where we play a pivotal role in powering decisions and insights to drive greater understanding and adoption of cryptocurrencies. We want to achieve this mission with people who truly believe in the value and potential of empowering individuals.

THE ROLE

If you have the penchant for looking at the world in numbers and statistics, is experienced in quantitative analysis and building financial models including valuation modelling & risk pricing, is comfortable with coding and working with large data sets, then we are looking for you.

The right talent for this role come from roles in the finance industry with skills in areas such as price risk management, derivatives and futures, able to formulate complex trading models that will be implemented by the tech team into our exchange platform.

Job Description

Developing Prediction systems and Machine Learning algorithms
Develop full life cycle of Algo development, especially on Algo design, modeling, verifying, and continuous tuning
Data mining or extracting usable data from valuable data sources
Using Machine Learning tools to select features, create and optimize classifiers
Carrying out pre-processing of structured and unstructured data
Enhancing data collection procedures to include all relevant information for developing analytic systems
Processing, cleansing, and validating the integrity of data to be used for analysis
Analyzing large amounts of information to find patterns and solutions
Partner with Dev team to prepare data set, improve the effectiveness of trading models and measure performance
Propose solutions and strategies to tackle business challenges

Qualifications

At least 7 years of proven experience from Financial industry or similar background
Proficient in Equity / Derivatives / FX Trading analysis & modeling
Familiar with market making and arbitrage in financial markets
Experience with Algo trading system is a plus
Have a deep understanding of derivatives products i.e. futures and options and cryptocurrency industry
Able to demonstrate good coding skills, familiar with big data processing and analysis such as Hive(SQL), Python and be able to build the quantitative model from large and complex datasets and good at data visualization
Experience with hedge/mutual fund, trading house, brokerage or investment banks are big bonus
Programming Skills – knowledge of statistical programming languages like R, Python, and database query languages like SQL, Hive, Pig is desirable
Statistics – Good applied statistical skills, including knowledge of statistical tests, distributions, regression, maximum likelihood estimators, etc.
Proficiency in statistics is essential for data-driven companies
Machine Learning - Good knowledge of Machine Learning methods like k-Nearest Neighbors, Naive Bayes, SVM, Decision Forests
Strong Math Skills (Multivariable Calculus and Linear Algebra) - Understanding the fundamentals of Multivariable Calculus and Linear Algebra is important as they form the basis of a lot of predictive performance or algorithm optimization techniques
Data Wrangling – proficiency in handling imperfections in data is an important aspect of a data scientist job description.
Experience with Data Visualization Tools like matplotlib, ggplot, d3.js., Tableau that help to visually encode data

Additional Information

Working at CoinMarketCap

Do something meaningful; Be a part of the future of finance technology and the leading company in the industry
Fast moving, challenging and unique business problems
International work environment, flat organization, flexible working hours
Great career development opportunities in a growing company
Possibility for relocation and international transfers mid-career
Competitive salary

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