الوصف الوظيفي
The CompanyPayPal has been revolutionizing commerce globally for more than 25 years. Creating innovative experiences that make moving money, selling, and shopping simple, personalized, and secure, PayPal empowers consumers and businesses in approximately 200 markets to join and thrive in the global economy. We operate a global, two-sided network at scale that connects hundreds of millions of merchants and consumers. We help merchants and consumers connect, transact, and complete payments, whether they are online or in person. PayPal is more than a connection to third-party payment networks. We provide proprietary payment solutions accepted by merchants that enable the completion of payments on our platform on behalf of our customers.We offer our customers the flexibility to use their accounts to purchase and receive payments for goods and services, as well as the ability to transfer and withdraw funds. We enable consumers to exchange funds more safely with merchants using a variety of funding sources, which may include a bank account, a PayPal or Venmo account balance, PayPal and Venmo branded credit products, a credit card, a debit card, certain cryptocurrencies, or other stored value products such as gift cards, and eligible credit card rewards. Our PayPal, Venmo, and Xoom products also make it safer and simpler for friends and family to transfer funds to each other. We offer merchants an end-to-end payments solution that provides authorization and settlement capabilities, as well as instant access to funds and payouts. We also help merchants connect with their customers, process exchanges and returns, and manage risk. We enable consumers to engage in cross-border shopping and merchants to extend their global reach while reducing the complexity and friction involved in enabling cross-border trade. Our beliefs are the foundation for how we conduct business every day. We live each day guided by our core values of Inclusion, Innovation, Collaboration, and Wellness. Together, our values ensure that we work together as one global team with our customers at the center of everything we do – and they push us to ensure we take care of ourselves, each other, and our communities.Job Description Summary:We are seeking a highly motivated team player with strong analytical skills who specializes in creating, driving, and executing projects. As a Data Scientist, this person will be providing data-driven solutions for managing and optimizing the AI models for Workforce Planning and Management program at PayPal. This role will primarily involve in developing and optimizing forecasting models, schedule optimization models, and enhanced affinity scoring models for routing and prioritization of leads deliveryMeet our team:This role will be supporting data exploration, extraction, configuration, modelling, and developing solutions to improve customer experiences. Join our Global Machine Learning team, driving the development of AI-driven solutions that will shape the future of PayPal. You will also be working closely with our technology partners in defining requirements, global operations partners, identifying and driving sustainable operational improvements, as well as with the product development partners to ensure proper implementation of the solution. If you are a driven, analytical thinker that values collaboration, continuous learning, and problem-solving, we would love to hear from you.Job Description:What do you need to bring-Your way to impact:WFM&P data scientists aim at optimizing operational expenses by assessing the opportunities of improved automation, workforce demand, scheduling, budgeting, etc... It’s an end-to-end impact we make through our customer’s journey. With a strong background in Machine Learning and practical experience in building and implementing large scale predictive models to solve business problems, you will help to bring insights and identify additional opportunities from Data & Machine Learning to market.In your day to day role you will :Develop and implement advanced ML models, such as LSTM, FFT, gradient boosted decision tree, graph neural networks and deep learning models, to solve critical business problems related to recommendation, Forecasting, Optimization of PayPal back-office work force.Design and deploy scalable ML/AI solutions that enhance PayPal's ability to provide a seamless customer experience, by working closely with our engineering group and PayPal's Platforms organization.Optimize and fine-tune the models for better performanceAdhere to software engineering best practices while collaborating with data engineers & ML engineers using GitHub, Jira, etc.Partner with stakeholders (Product, Technology, Operations) to continually improve/optimize modelsShare findings by organizing the data results into easy-to-understand frameworks using Tableau or other visualization toolsWhat do you need to bring:Master’s degree in any quantitative discipline such as Engineering, Computer Science, Economics, Statistics or Mathematics3+ years of experience with machine learning, experience analysing large, multi-dimensional data sets and synthesizing insights into actionable solutions Proficient in Programming languages such as Python, SQL. Must have proficiency with Machine Learning to solve clustering, classification, regression, anomaly detection, simulation, and optimization (including linear programming) problems on large scale data sets. Ideally experience with time-series forecasting as well.Must have proven ability to merge and transform disparate internal & external data sets together to create new featuresFamiliarity in relevant machine learning frameworks and packages such as Tensorflow and PyTorch. GCP/Hadoop and big data experience – an advantageExperience delivering ML projects and great track record delivering solutions with attention to detail and efficiencyExperience shipping Realtime models a big plusAbility to rapidly learn new concepts (technical, risk, business) a critical success factor in this roleTeam-oriented, must be self-motivated, plan and manage time effectively, and be customer-focusedFluent spoken and written English communication with business and engineering partners to exchange requirements, explain solution methodologies, and influence with insightsExperience within the financial industry, with payments/ (e-Commerce knowledge preferred)Experience in risk management (Sanctions, AML, Fraud, Credit, Compliance, CIP/KYC etc.)Additional Job Description:Subsidiary:Travel Percent:0For the majority of employees, PayPal's balanced hybrid work model offers 3 days in the office for effective in-person collaboration and 2 days at your choice of either the PayPal office or your home workspace, ensuring that you equally have the benefits and conveniences of both locations.Our Benefits:At PayPal, we’re committed to building an equitable and inclusive global economy. And we can’t do this without our most important asset—you. That’s why we offer benefits to help you thrive in every stage of life. We champion your financial, physical, and mental health by offering valuable benefits and resources to help you care for the whole you.We have great benefits including a flexible work environment, employee shares options, health and life insurance and more. To learn more about our benefits please visit https://www.paypalbenefits.com.Who We Are:Click Here to learn more about our culture and community.Commitment to Diversity and Inclusion PayPal provides equal employment opportunity (EEO) to all persons regardless of age, color, national origin, citizenship status, physical or mental disability, race, religion, creed, gender, sex, pregnancy, sexual orientation, gender identity and/or expression, genetic information, marital status, status with regard to public assistance, veteran status, or any other characteristic protected by federal, state, or local law. In addition, PayPal will provide reasonable accommodations for qualified individuals with disabilities. If you are unable to submit an application because of incompatible assistive technology or a disability, please contact us at talentaccommodations@paypal.com. Belonging at PayPal: Our employees are central to advancing our mission, and we strive to create an environment where everyone can do their best work with a sense of purpose and belonging. Belonging at PayPal means creating a workplace with a sense of acceptance and security where all employees feel included and valued. We are proud to have a diverse workforce reflective of the merchants, consumers, and communities that we serve, and we continue to take tangible actions to cultivate inclusivity and belonging at PayPal.Any general requests for consideration of your skills, please Join our Talent Community. We know the confidence gap and imposter syndrome can get in the way of meeting spectacular candidates. Please don’t hesitate to apply.
