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Staff Machine Learning Engineer (L4)

1 month, 1 week ago
India
Full-time
Lead
Machine Learning Engineer
Software Development
Agile Apache Spark AWS Deep Learning DynamoDB Hadoop Kafka Keras LLM Machine Learning MLOps Presto Python PyTorch TensorFlow
Apply Now
Twilio

Twilio

Twilio is a cloud communication company that offers Communication APIs for SMS, Voice, Video, and Authentication, empowering developers to embed communication capabilities into their software applications globally.

Diversified Telecommunication Services
5K-10K
Founded 2008
View All Jobs 146

Description

  • Build and maintain scalable machine learning solutions in production.
  • Train and validate deep learning and statistical models based on use case, performance, and robustness needs.
  • Partner with product managers, tech leads, and stakeholders to define business problems and system scope.
  • Work with data platform teams to build robust batch and real-time data pipelines.
  • Collaborate with software engineers to build tools that improve productivity and support ML model delivery and maintenance.
  • Drive high engineering standards through mentoring and knowledge sharing.
  • Uphold engineering best practices, including code reviews, automated testing, and monitoring.
  • Develop a deep understanding of the applications and the rationale behind models and systems.
  • Own end-to-end execution of large-scale ML solutions.

Requirements

  • 7+ years of applied machine learning experience with proficiency in Python.
  • Strong foundation in machine learning and modern deep learning building blocks.
  • Experience building, shipping, and maintaining machine learning models in production in ambiguous, fast-paced environments.
  • Experience designing and architecting large-scale experiments and analysis to inform product roadmaps.
  • Strong understanding of frameworks such as PyTorch, TensorFlow, or Keras.
  • Familiarity with MLOps concepts such as testing, retraining, and monitoring models in production.
  • Ability to ramp up quickly and operate effectively in new application or business domains.
  • Experience with modern data storage, messaging, and processing tools such as Kafka, Apache Spark, Hadoop, Presto, and DynamoDB.
  • Experience designing and coding big-data components such as DynamoDB or similar systems.
  • Experience working in an agile team environment with changing priorities.
  • Experience working on AWS.
  • Experience with Large Language Models is preferred.
  • Remote role based in India.
  • Occasional travel may be required for project or team in-person meetings.

Benefits

  • Competitive pay.
  • Generous time off.
  • Parental leave.
  • Wellness leave.
  • Healthcare coverage.
  • Retirement savings program.
  • Remote-first work environment.
  • Opportunity to contribute to volunteering and donation efforts.

Interested in this position?

Apply directly on the company website

Apply Now

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