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Software Development
Data Scientist, Credit Modeling
@PayPay
[Hiring] Data Scientist, Credit Modeling @PayPay
Apr 07, 2025 - PayPay is hiring a remote Data Scientist, Credit Modeling. 💸 Salary: annual salary based on skills and experience. 📍Location: Japan.
This description is a summary of our understanding of the job description. Click on 'Apply' button to find out more.
Role Description
We are looking for a leader with a passion to develop novel machine learning software systems for credit modeling and default risk prediction, deploy the systems to production, and test them to ensure all users and merchants needs are covered.
- Perform ETL to build model features using petabyte-scale datasets
- Develop high throughput and low latency systems to serve models in production
- Collaborate with highly innovative engineering teams to put machine learning functionalities into production systems
- Drive a roadmap that applies Machine Learning technologies to content discovery, engagement, recommendation, prediction, risk underwriting, etc.
- Work with the leadership team to identify opportunities for using ML and drive solutioning in areas of Credit
- Work with stakeholders to show them the benefits of using your system and drive adoption of the product
- Design scalable and deployable machine learning solutions
- Define performance and validation metrics and coach the team to achieve these
- Introduce and own the process of model building and the infrastructure behind it
Qualifications
- 3+ years of software engineering experience and a proven track record of successfully architecting and taking ML systems to production
- Designed and built multiple complex, scalable, high throughput, low latency streaming/batch processing machine learning pipelines for both data flows and algorithm execution
- Ability to explain and present analyses and machine learning concepts to a broad technical audience
- Have an extreme bias towards action. Basically, have the “Get Things Done” type of attitude
- Be able to maintain high-performance within a high-energy and fast-paced work environment
- You have a master's degree or equivalent in Computer Science, Engineering, Mathematics or related field
- Working knowledge of PyTorch, TensorFlow or other similar frameworks is a plus
- Working experience of AWS SageMaker, Google Vertex is a plus
Requirements
- Unparalleled speed: Discover important tasks and implement ways to achieve the best results quickly
- Commitment: Commit to the growth and business goals of the organization and create impactful results through ownership
- Logical thinking: Think logically and structurally to facilitate real communication
- Curiosity and questioning mind: Maintain curiosity about new things and challenges with a continuous questioning mindset
- Problem solving: Approach both explicit and potential business/organization challenges to lead solutions involving others
Working Conditions
- Employment Status: Full Time
- Office Location: WFA (Work From Anywhere at Anytime) - Remote Job, can live anywhere in Japan
- Work Hours: Super Flex Time (No Core Time), in principle 9:00am-5:45pm (actual working hours: 7h45m + 1h break)
- Holidays: Every Sat/Sun/National holidays (In Japan)/New Year's break/Company-designated Special days
- Paid leave: Annual leave (up to 14 days in the first year, granted proportionally according to the month of employment), Personal leave (5 days each year, granted proportionally according to the month of employment)
- Special paid leave system for illnesses, injuries, hospital visits, etc.
- Salary: Annual salary paid in 12 installments (monthly), based on skills, experience, and abilities, reviewed once a year
- Special Incentive once a year based on company performance and individual contribution and evaluation
- Late overtime allowance
- Payroll payment can be changed to digital salary payment “PayPay Paycheck” for an amount set by you
Benefits
- Social Insurance (health insurance, employee pension, employment insurance and compensation insurance)
- 401K
- Translation/Interpretation support
- VISA sponsor + Relocation support
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| 📍 | Be aware of the location restriction for this remote position: Japan |
| ‼ | Beware of scams! When applying for jobs, you should NEVER have to pay anything. Learn more. |
Back to Remote jobs >
Software Development
Software Development
|
Salary
💸
annual salary based on skills and experience
|
Remote
Location
Japan
|
|
Job Type
full-time
|
Posted
Apr 07, 2025
|
️
| 📍 | Be aware of the location restriction for this remote position: Japan |
| ‼ | Beware of scams! When applying for jobs, you should NEVER have to pay anything. Learn more. |
