PayPal is looking to solve strategic transformation programs and initiatives, and strategic engineering architecture design from an AI/ML perspective to support finance stakeholders.
Requirements
- Strong programming skills in languages such as Python, Java, or C++
- In-depth knowledge of machine learning frameworks and libraries for analytics and text processing (e.g., TensorFlow, PyTorch)
- Experience with cloud services related to machine learning (Vertex AI, etc.)
- Strong knowledge of algorithms, statistics, data structures, distributed systems, and software engineering best practices
- Proven experience leading and delivering complex ML projects at production scale
- Experience integrating ML solutions into cloud environments (e.g., AWS, Azure, GCP) is highly desirable
- GCP services such as AI Platform, BigQuery ML, Vertex AI, TensorFlow, and AutoML
Responsibilities
- Design, develop, and deploy machine learning models using GCP services such as AI Platform, BigQuery ML, Vertex AI, TensorFlow, and AutoML.
- Build and optimize scalable pipelines for data collection, preprocessing, and feature engineering.
- Collaborate with data engineers to design ETL pipelines and manage large datasets on GCP.
- Develop custom machine learning models tailored to business needs, including supervised, unsupervised, and reinforcement learning algorithms.
- Integrate AI/ML models into cloud applications and ensure seamless operation in production environments.
- Work closely with software engineers to embed AI/ML models into applications and products, ensuring best practices for CI/CD in ML.
- Conduct research to stay up-to-date with the latest AI/ML techniques and apply them to business use cases.
Other
- Minimum of 8 years of relevant work experience and a Bachelor's degree or equivalent experience.
- Master's degree or higher in Computer Science, Mathematics, or related field with keen interest in Machine Learning and AI
- Excellent problem-solving skills and the ability to work in a fast-paced environment
- Strong communication skills to effectively collaborate with team members and stakeholders
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