Senior Manager, Machine Learning
$207.2k - $259kTwilio
Who we are At Twilio, we’re shaping the future of communications, all from the comfort of our homes. We deliver innovative solutions to hundreds of thousands of businesses [ empower millions of developers worldwide to craft personalized customer experiences. Our dedication to remote-first work [ and strong culture of connection and global inclusion means that no matter your location, you’re part of a vibrant team with diverse experiences making a global impact each day. As we continue to revolutionize how the world interacts, we’re acquiring new skills and experiences that make work feel truly rewarding. Your career at Twilio is in your hands. We use Artificial Intelligence (AI) to help make our hiring process efficient. That said, every hiring decision is made by real Twilions! . See yourself at Twilio Join the team as Twilio’s next Senior Engineering Manager - Trust Intelligence Platform About the job The Traffic Intelligence organization at Twilio establishes trusted communications, ensuring that every interaction is safe, wanted and legal. This position is needed to build advanced machine learning models and robust data pipelines that enable fast, accurate risk predictions and decisions at scale across all communication channels including messaging, voice, email. The engineering team leads systems that are highly scalable and determines if the communications are legal; and wanted in near real time or prior to the communications being sent from the platform. This role requires a blend of technical depth in distributed systems and a strategic mindset to partner with Product and Engineering leaders to execute an AI/ML roadmap.This role interfaces with several key stakeholders and works on initiatives that are tracked at the executive level. Responsibilities In this role, you’ll: * Manage and Mentor a team of talented Machine Learning and Data Engineers with various levels of experience and positively influencing their careers. * Partner with Product Managers and Architects to distill customer needs into actionable technical requirements and long-term roadmaps. * Ensure best engineering practices & oversee end-to-end execution of large-scale ML solutions with operational excellence. * Work with data platform teams to build robust, scalable batch and real-time data pipelines. * Work closely with the Fraud and Compliance Operations team and the Data Analytics team to identify and understand the ever-changing landscape of fraud vectors and then take action to keep up with new forms of fraud. * Work with other product and development teams to ensure that Twilio’s new and existing products incorporate anti-fraud efforts and publish the appropriate data to our fraud-fighting tools. * Advocate for agile processes, continuous integration (CI/CD), automated testing, and sophisticated model monitoring to minimize "toil." * Institute and maintain a rotating on-call incident escalation and response processes for the team.
- Manage highly critical risk platform tools in the cloud.
- Own reliability for the team’s services and participate in an on-call
- Adapt to prioritizing multiple issues in a high-pressure environment.
- Understand complex architectures and be comfortable working with multiple
- ML Frameworks: Deep experience with PyTorch, TensorFlow, or Keras.
- Data Tools: Experience with Kafka, Apache Spark, Hadoop, Presto, and
- Experience working in fraud/compliance domain.
- Knowledge of telecommunications.
- Familiarity with popular LLMs and latest developments.
- Based in the San Francisco Bay area, California: $243,680 - $304,600.
- This role may be eligible to participate in Twilio’s equity plan and
$250k - $300k
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