Machine Learning Engineer
SweedSalary not specified
Full Time
Mid-level (3 to 4 years)
$150,000 – $250,000Compensation
Junior (1 to 2 years)Experience Level
Full TimeJob Type
UnknownVisa
Fintech, Financial ServicesIndustries
Requirements
- Pythonを利用した製品開発経験
- パッケージ管理、テストツール、Linter等を用いたチーム開発経験
- 主要なデータ処理、機械学習ライブラリの利用経験
- チームリード経験（5～10名程度以上）
- MLOpsに関する経験・知見
- MLパイプラインのアーキテクチャ設計
- ワークフローエンジンに関する知見、特にMLシステムのワークフロー管理の経験
- クラウドサービスを利用した開発経験
- 日本語でのコミュニケーションが可能であること（日常会話レベル以上）
Responsibilities
- 機械学習を活用した金融サービスの製品化に向けて、社内のエンジニア・データサイエンティストのチームとともに開発を行う。
- プロジェクト初期のビジネス要件定義・jupyterなどでのプロトタイピングフェーズから参画し、製品化に向けた本開発フェーズに向けて機械学習エンジニアの視点でプロジェクトを円滑に進める。
- ビジネス上の問題解決のためのソフトウェア要件および、機械学習システム特有の品質要件を定義し、チーム開発方針を決定する。
- コードレビュー、テストなど、効率化・品質向上のために必要な開発者文化を自ら推進し、チームや会社全体に根付かせます。
- MLOpsの成熟度を継続的に高めるべく、主体的に活動する。
Skills
Key technologies and capabilities for this role
Questions & Answers
Common questions about this position
What is the work arrangement or location policy for this role?
The position offers a Hybrid Workstyle, allowing work from the office, home, or satellite office, subject to the organization's rules and business instructions.
What are the required skills and experience for this Senior Machine Learning Engineer role?
Required skills include Python product development experience, team development with package management/testing tools/Linter, experience with major data processing/ML libraries, team lead experience for 5-10+ members, MLOps knowledge including ML pipeline architecture and workflow engines, cloud service development, and Japanese communication at conversational level.
What is the salary or compensation for this position?
This information is not specified in the job description.
What is the team structure in the Financial Strategy Division?
The Financial Strategy Division consists of about 50 members from late 20s to late 40s, including around 10 data analysts and data scientists.
What makes a strong candidate for this role?
Strong candidates have team lead experience, MLOps expertise, and a passion for improving financial services, aligning with PayPay's 'PayPay 5 senses' and user-first vision, plus desirable skills like ML library contributions or research experience.
PayPal
Digital payments platform for various clients
About PayPal
PayPal offers a digital payments platform that allows users to conduct online transactions, mobile payments, and peer-to-peer transfers. It generates revenue primarily through transaction fees charged to merchants and provides various services for individual consumers, small to medium-sized businesses, and large enterprises. PayPal distinguishes itself from competitors by offering a wide range of secure financial services tailored to different client needs. The company's goal is to create a convenient and secure digital payments experience for all users.
San Jose, CaliforniaHeadquarters
1998Year Founded
$188.7MTotal Funding
IPOCompany Stage
Fintech, Financial ServicesIndustries
10,001+Employees
Benefits
A Stanford Navigator helps employees research providers and health conditions, and make informed decisions about health care
Advance Medical is available for all employees who are looking for a world-class specialist to provide an expert medical opinion for treatment plans
Stock Purchase Plans
Retirement Savings and Pension Plans
Stock Awards
Life Insurance and Disability Benefits
Paid Time Off
Four Weeks Paid Sabbatical for every Five Years of Service
Educational and Professional Development benefits
Matching Gifts & Volunteerism Opportunities
Matching Gifts
Skills-Based Volunteering
Green Teams
GIVE Teams
Risks
Lawsuits over Honey's practices could damage PayPal's reputation.
Allegations of racial discrimination may lead to legal challenges.
Stablecoin expansion may expose PayPal to regulatory scrutiny.
Differentiation
PayPal Ventures accelerates market entry for innovative financial solutions.
PayPal offers a versatile platform for diverse clients, from individuals to large enterprises.
PayPal's revenue model includes transaction fees, currency conversion, and financial services.
Upsides
Increased stablecoin adoption enhances PayPal's digital payment capabilities.
Growing DeFi interest boosts PayPal's integration with blockchain systems.
New 'Money Pooling' feature taps into the expanding split payments market.
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