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Imagine shaping the future of a vast technological ecosystem, where your expertise in AI and data science directly informs critical architectural decisions and drives innovation. This pivotal role offers a unique opportunity to apply cutting-edge analytics to optimize a crucial API portfolio, ensuring its efficiency and predicting the success of new developments, thereby empowering engineering teams with intelligent, data-driven insights.
Job Responsibility:
Conduct deep data analysis using advanced statistical techniques to uncover patterns, generate actionable insights, and forecast critical outcomes relevant to business objectives
Translate intricate software architecture challenges into robust, high-level AI and analytical solutions
Effectively communicate complex findings through compelling reports, data visualizations, and storytelling, engaging both technical and non-technical audiences
Architect and integrate diverse data sources, including design-time and run-time analytics, to fuel the development of cutting-edge predictive and generative AI models
Design, build, train, and rigorously validate predictive machine learning models and generative AI solutions, primarily utilizing Python, R, and SQL
Develop and optimize custom data pipelines for efficient ingestion, embedding generation, and indexing within vector databases
Requirements:
Expert-level proficiency in Python, R, and SQL for comprehensive data preparation, querying, and sophisticated model development
Demonstrated proficiency with leading data visualization tools such as Tableau and PowerBI to craft clear and impactful insights
Hands-on experience with cloud-based AI/ML platforms like GCP Vertex AI, coupled with expertise in BigQuery, TensorFlow, and PyTorch
Practical experience with vector databases, such as Vertex AI Vector Search or Cloud SQL, for advanced data management
Exceptional analytical acumen, meticulous attention to detail, and a rigorous, methodical approach to problem-solving
Nice to have:
Familiarity with API and microservice architecture patterns, providing a valuable understanding of application design principles