Staff Software Engineer, AI and Data Technology
Omada Health- Full Time
- Senior (5 to 8 years)
Candidates should possess 8+ years of full software development life cycle experience, including coding standards, code reviews, source control management, build processes, testing, and operations, along with strong programming skills in Python, Java, SpringBoot, or Scala. Prior experience leveraging or critically thinking about how to integrate AI into work processes, decision-making, or problem-solving is also required.
As a Staff AI/ML Software Engineer, you will develop real-time and batch ML models using embeddings, collaborative filtering, and deep learning, integrate user behavior signals and content metadata to optimize relevance, collaborate cross-functionally with product, data, and infra teams to deploy experiments and measure impact, optimize retrieval, filtering, and ranking algorithms in production search pipelines, develop real-time Personalization using query Embeddings for Search Ranking, monitor model performance and continuously iterate using A/B testing and offline evaluation metrics, analyze various data and building data modeling and pipeline leveraging BigQuery data streaming or Databricks in near real-time, and distribute computing strategies in Azure, AWS or GCP Cluster, enhancing the parallel processing capabilities.
Cloud-based platform for digital workflows
ServiceNow offers a cloud-based platform that helps businesses automate and manage their operations, improving efficiency and enhancing customer and employee experiences. The Now Platform includes applications for IT operations, customer service, human resources, and security operations, all accessible over the internet. Targeting large enterprises across various industries, ServiceNow operates on a software-as-a-service (SaaS) model, generating revenue through subscription fees and professional services. The company's goal is to streamline business processes and drive digital transformation for its clients.