Senior Data Scientist, Algorithm Job at Airwallex (Melbourne)

Senior Data Scientist, Algorithm

Partner closely with the Growth and Marketing teams to design, deploy, and itera...

Location

Australia , Sydney

Salary:

200000.00 - 250000.00 USD / Year

Airwallex

Expiration Date

Until further notice

Requirements

5+ years industry experience
Advanced degree (PhD or MS) in a quantitative field (e.g. Statistics, Engineering, Sciences, Computer Science, Economics)
Experience communicating results to executives and cross-functional teams to influence strategy
Expert in machine learning modeling to drive data driven growth strategy
Hands-on experience building, deploying, and maintaining machine learning models in production-grade systems
Expert in data querying languages (e.g. SQL) and scripting languages (e.g. Python)
Experience in schema design and dimensional data modeling a plus
Experience in technology, financial services and/or a high growth environment is advantageous

Job Responsibility

Develop predictive models to identify high-value users for Marketing and Commercial teams
Apply machine learning and/or statistical models to measure causal impact of marketing initiatives
Develop personalization solutions to drive client onboarding efficiencies, optimize referral incentive impacts and product cross-selling
Develop churn models to drive growth retention strategy
Partner with Marketing, Commercial, Engineering, and cross-functional teams to inform, influence, support, and execute GTM strategy and investment decisions

What we offer

Offers Equity
Offers Bonus
Medical, dental, and vision insurance
401(k) plan
Short-term and long-term disability
Basic life insurance
Well-being benefits
20 paid days of vacation
12 paid days of company holidays

Fulltime

Senior Data Scientist, Algorithm

We’re seeking a Senior Data Scientist to partner closely with the Growth and Mar...

Location

Canada , Toronto

Salary:

200000.00 - 250000.00 USD / Year

Airwallex

Expiration Date

Until further notice

Requirements

5+ years industry experience
Advanced degree (PhD or MS) in a quantitative field (e.g. Statistics, Engineering, Sciences, Computer Science, Economics)
Experience with communicating the results of analyses to executives and cross-functional teams to influence the strategy
Expert in machine learning modeling to drive data driven growth strategy
Hands-on experience building, deploying, and maintaining machine learning models in production-grade systems (e.g., cloud-based services, real-time and batch pipelines)
Expert in data querying languages (e.g. SQL)
Expert in scripting languages (e.g. Python)
Experience in schema design and dimensional data modeling a plus
Experience in technology, financial services and/or a high growth environment is advantageous

Job Responsibility

Develop predictive models to identify high-value users for Marketing and Commercial teams
Apply machine learning and/or statistical models to measure causal impact of marketing initiatives
Develop personalization solutions to drive the client onboarding efficiencies, optimize the referral incentive impacts and also the product cross-selling
Develop the churn models to drive the growth retention strategy
Partner with Marketing, Commercial, Engineering, and cross-functional teams to inform, influence, support, and execute GTM strategy and investment decisions

What we offer

Offers Equity
Offers Bonus
Medical, dental, and vision insurance
401(k) plan
Short-term and long-term disability
Basic life insurance
Well-being benefits
20 paid days of vacation
12 paid days of company holidays

Fulltime

Senior Data Scientist, Algorithm

We’re seeking a Senior Data Scientist to partner closely with the Growth and Mar...

Location

Singapore

Salary:

Not provided

Airwallex

Expiration Date

Until further notice

Requirements

5+ years industry experience
Advanced degree (PhD or MS) in a quantitative field (e.g. Statistics, Engineering, Sciences, Computer Science, Economics)
Experience with communicating the results of analyses to executives and cross-functional teams to influence the strategy
Expert in machine learning modeling to drive data driven growth strategy
Hands-on experience building, deploying, and maintaining machine learning models in production-grade systems (e.g., cloud-based services, real-time and batch pipelines)
Expert in data querying languages (e.g. SQL), scripting languages (e.g. Python)
Experience in schema design and dimensional data modeling a plus
Experience in technology, financial services and/or a high growth environment is advantageous

Job Responsibility

Develop predictive models to identify high-value users for Marketing and Commercial teams
Apply machine learning and/or statistical models to measure causal impact of marketing initiatives
Develop personalization solutions to drive the client onboarding efficiencies, optimize the referral incentive impacts and also the product cross-selling
Develop the churn models to drive the growth retention strategy
Partner with Marketing, Commercial, Engineering, and cross-functional teams to inform, influence, support, and execute GTM strategy and investment decisions

Fulltime

Senior Data Scientist, Algorithm - Growth

Partner closely with the Growth and Marketing teams to design, deploy, and itera...

Location

United States , San Francisco

Salary:

200000.00 - 250000.00 USD / Year

Airwallex

Expiration Date

Until further notice

Requirements

5+ years industry experience
Advanced degree (PhD or MS) in a quantitative field (e.g. Statistics, Engineering, Sciences, Computer Science, Economics)
Experience with communicating results to executives and cross-functional teams to influence strategy
Expert in machine learning modeling to drive data driven growth strategy
Hands-on experience building, deploying, and maintaining machine learning models in production-grade systems
Expert in data querying languages (e.g. SQL)
Expert in scripting languages (e.g. Python)
Experience in schema design and dimensional data modeling a plus
Experience in technology, financial services and/or a high growth environment is advantageous

Job Responsibility

Develop predictive models to identify high-value users for Marketing and Commercial teams
Apply machine learning and/or statistical models to measure causal impact of marketing initiatives
Develop personalization solutions to drive client onboarding efficiencies, optimize referral incentive impacts and product cross-selling
Develop churn models to drive growth retention strategy
Partner with Marketing, Commercial, Engineering, and cross-functional teams to inform, influence, support, and execute GTM strategy and investment decisions

What we offer

Equity
Bonus
Medical insurance
Dental insurance
Vision insurance
401(k) plan
Short-term disability
Long-term disability
Basic life insurance
Well-being benefits

Fulltime

Senior Data Scientist, Algorithm (Risk & Fraud)

As a Staff Machine Learning engineer, you will tackle challenging machine learni...

Location

Singapore

Salary:

Not provided

Airwallex

Expiration Date

Until further notice

Requirements

At least 8+ years experienced with common ML libraries, such as scikit-learn, TensorFlow, PyTorch, Keras, etc.
Bachelor’s or above degree in Computer Science, Engineering, or a related technical field
Proficient in coding language such as Python and SQL
Experience in payment risk or international e-commerce risk is a plus
Experience in applying LLMs to real-time risk management is a plus

Job Responsibility

Analyze business requirements and translate them into machine learning problems
Work on data engineering, feature engineering, model training, and deployment
Identify issues and propose effective solutions through regular analysis
Develop machine learning platforms and tools to streamline ML workflows at Airwallex
Collaborate with cross-functional teams to apply models that solve business problems

Fulltime

Senior Data Scientist, Algorithm (Risk & Fraud)

As a Senior Machine Learning engineer, you will tackle challenging machine learn...

Location

Singapore

Salary:

Not provided

Airwallex

Expiration Date

Until further notice

Requirements

At least 3+ years experienced with common ML libraries, such as scikit-learn, TensorFlow, PyTorch, Keras, etc.
Bachelor’s or above degree in Computer Science, Engineering, or a related technical field.
Proficient in coding language such as Python and SQL.

Job Responsibility

Analyze business requirements and translate them into machine learning problems
Work on data engineering, feature engineering, model training, and deployment
Identify issues and propose effective solutions through regular analysis
Develop machine learning platforms and tools to streamline ML workflows at Airwallex
Collaborate with cross-functional teams to apply models that solve business problems

What we offer

Offers Equity
Offers Bonus
medical, dental, and vision insurance
a 401(k) plan
short-term and long-term disability
basic life insurance
well-being benefits
20 paid days of vacation
12 paid days of company holidays

Fulltime

Senior Data Scientist, Algorithm - Financial Markets

Senior Data Scientist role within the Engineering/Data Science department at Air...

Location

United States , San Francisco

Salary:

200000.00 - 250000.00 USD / Year

Airwallex

Expiration Date

Until further notice

Requirements

5+ years industry experience
Advanced degree (PhD or MS) in a quantitative field (e.g. Statistics, Engineering, Sciences, Computer Science, Economics)
Strong understanding of financial markets, foreign exchange, and/or dynamic trading systems is a plus
Experience with communicating the results of analyses to executives and cross-functional teams to influence the strategy
Expert in data querying languages (e.g. SQL), scripting languages (e.g. Python), and/or statistical/mathematical software (e.g. R)
Ability to perform statistical analysis and develop machine learning models to drive data-informed decisions

Job Responsibility

Effectively manage Airwallex’s risk portfolio, delivering actionable insights to shape our overall risk strategy within financial markets
Apply statistical and/or machine learning models to estimate financial markets risk exposures (including FX, credit, capital, and other product risks), and optimize market forecasting, order routing, fund efficiency, and pricing decisions
Partner with Product Managers, Traders, Risk, Engineering, and other stakeholders to deliver data-driven recommendations that support commercial and operational objectives
Clearly present analytical results and insights to cross-functional teams to influence business strategies and decision-making

What we offer

Offers Equity
Offers Bonus
Medical, dental, and vision insurance
401(k) plan
Short-term and long-term disability
Basic life insurance
Well-being benefits
20 paid days of vacation
12 paid days of company holidays

Fulltime

Senior Risk & Fraud Data Scientist, Algorithm

As a Senior Machine Learning engineer, you will tackle challenging machine learn...

Location

Singapore , Singapore

Salary:

Not provided

Airwallex

Expiration Date

Until further notice

Requirements

At least 3+ years experienced with common ML libraries, such as scikit-learn, TensorFlow, PyTorch, Keras, etc.
Bachelor’s or above degree in Computer Science, Engineering, or a related technical field.
Proficient in coding language such as Python and SQL.
Experience in payment risk or international e-commerce risk is a plus.
Experience in applying LLMs to real-time risk management is a plus.

Job Responsibility

Analyze business requirements and translate them into machine learning problems
Work on data engineering, feature engineering, model training, and deployment
Identify issues and propose effective solutions through regular analysis
Develop machine learning platforms and tools to streamline ML workflows at Airwallex
Collaborate with cross-functional teams to apply models that solve business problems

Fulltime

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Senior Data Scientist, Algorithm

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