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Senior Machine Learning Platform Engineer

Udemy, Istanbul, Turkey

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Duration: Full-Time


We are looking for a Sr. Machine Learning Platform Engineer to contribute to the efforts to build the next  generation machine learning (ML) platform at Udemy. The current platform is composed of batch (e.g., feature and machine learning pipelines), streaming (i.e., feature computation in real-time), and online (i.e., microservices to serve previously computed results, execution of ML models in real-time) components. And this platform is actively used by multiple teams to empower different parts of the product and various internal operations. 

In this role, you will design, build, and operate scalable systems, platforms, and tools to enable the development and productionization of ML models. You will work in a wide technical stack, including both data-related technologies and ML platforms, in coordination with a large cross-functional team of data scientists, ML engineers, and software developers. Success in this role will require a combination of technical excellence, a product-minded approach for the platform’s development, and data-informed decision-making skills for operating the platform. 

Responsibilities

  • Partner with the teams that build ML products as well as other platform teams to define Udemy’s next generation ML platform. 
  • Hands-on contribution to the development of the platform and related tools.
  • Operate a robust, scalable, and highly available platform with SLO/SLAs.
  • Advocate for technical quality, effective team processes, and engineering best practices.
  • Provide hands-on technical guidance and mentorship for team members.

Qualifications

  • 5+ years of full-time experience in ML engineering,  data engineering, or similar fields
  • Strong knowledge of algorithms, data structures, and object-oriented design 
  • Proficiency with Python
  • Knowledge of ML lifecycle and MLOps
  • Knowledge of ML concepts and experience with libraries like scikit-learn and Spark MLlib
  • Experience with processing high volumes of data in a distributed, scalable, and/or containerized environment
  • Understanding of SDLC methodologies and CI/CD pipelines
  • Good understanding of databases and data/object storage technologies such as Hive, Redis, and S3
  • Experience with building data pipelines (preferably using Python, Pyspark, and Airflow)
  • Excellent written and oral communication skills
  • Self-driven, highly motivated, and able to learn quickly

Preferred but not required

  • Experience in using MLOps platforms like Sagemaker, MLFlow, etc.
  • Experience with cloud computing services providers (preferably AWS)
  • Experience with building and integrating highly available and robust services 
  • Experience with data streaming and processing frameworks, such as Spark Streaming, Kafka, etc.
About Udemy
We believe anyone can build the life they imagine through online learning. Today, millions of students around the world are advancing their careers and passions by exploring and mastering new skills on Udemy, and expert instructors are able to share their knowledge with the world. Through our global marketplace and our solutions for businesses and governments, we connect people everywhere with the skills they need for success in work and life. We’re a close-knit bunch that enjoys problem-solving and collaboration, and we share a serious belief in the power of learning and teaching to change lives. Udemy’s culture encourages innovation, creativity, passion, and teamwork. We also celebrate our milestones and support each other every day.

Founded in 2010, Udemy is publicly traded and headquartered in San Francisco’s SOMA neighborhood with offices in Denver (Colorado), Dublin (Ireland), Ankara (Turkey), Gurugram (India), and São Paulo (Brazil).

Vaccine Mandate (US Only)
Udemy is committed to keeping its employees, clients, and communities safe. Accordingly, we require all U.S. employees to be fully vaccinated against COVID-19 if their work requires them to come into a Udemy office or come into close contact with others. If you are unable to get vaccinated due to a medical condition, disability, or a sincerely-held religious belief, we will consider requests for accommodation.

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About Udemy

Enriching lives Udemy is a global marketplace for learning and teaching online where students are mastering new skills and achieving their goals by learning from an extensive library of over 55,000 courses taught by expert instructors.

Want to learn more about Udemy? Visit Udemy's website.