Twilio

Build the future of communications.

Senior Manager, Machine Learning

Machine Learning EngineerMachine Learning EngineerFull TimeRemoteTeam 5,001-10,000H1B SponsorCompany SiteLinkedIn

Location

California + 5 moreAll locations: California, Connecticut, New Jersey, New York, Pennsylvania, Washington

Posted

25 days ago

Salary

$141.5K - $208K / year

Bachelor Degree10 yrs expEnglishApacheAWSCloudDistributed SystemsDynamo DBGrafanaHadoopJavaKafkaKerasPythonPy TorchScalaSparkTensorflow

Job Description

• 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 rotation. • Adapt to prioritizing multiple issues in a high-pressure environment. • Understand complex architectures and be comfortable working with multiple teams. • Conduct short term and long term planning to achieve team’s goals identifying both tactical and strategic commitments and gaps while performing capacity management and ruthless prioritization.

Job Requirements

  • Bachelor's or Master's degree in Computer Science, Engineering, or a related field.
  • 10–14+ years of total experience in machine learning /data engineering.
  • 5+ years of experience leading and managing engineering teams.
  • Proven track record of shipping and maintaining ML models in a fast-paced, production environment.
  • Experience developing highly-available full stack applications and distributed systems
  • Stellar communication, organization and management skills with proven track record in an agile environment.
  • Ability to explain your technical and business decisions succinctly as well as in detail.
  • Languages: Expert proficiency in Python. Familiarity with Java or Scala is a plus.
  • ML Frameworks: Deep experience with PyTorch, TensorFlow, or Keras.
  • Data Tools: Experience with Kafka, Apache Spark, Hadoop, Presto, and DynamoDB.
  • Cloud Platforms: Significant experience with AWS (specifically SageMaker, EKS, or ECS).
  • Observability: Familiarity with tools like Datadog and Grafana.

Benefits

  • Health care insurance
  • 401(k) retirement account
  • Paid sick time
  • Paid personal time off
  • Paid parental leave

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