ML Eng Team Lead

  • full time
  • 3+ years
  • Tel Aviv - Center

Job Description:

International software company creating online products for social media industry, with offices in the center.

* Architecture of an ML platform, lifecycle management, orchestration and processes

* Design data pipelines (automation of collecting, structuring and cleaning data for training and assessing the quality of models)

* Planning of monitoring and analytics services

* Management of a team containing 5-6 ML engineers, as well as other functions such as Integration Developers and QA

* Collaboration with many partners such as DevOps and Product

* Work in a Google Cloud Platform environment

Additional Positions:

Algorithm developer

Category:

Software

Job Qualifications:

* 1-3 years of peoples management

* Experience managing a multidisciplinary team- an advantage

* Advanced Python knowledge
Good understanding of ML principles

* Strong understanding of designing high performance, fault-tolerant distributed software solutions

* Experience creating and optimizing big data processes, pip?elines, and architectures

* Experience in streaming technologies like Spark streaming or Dataflow

* Experience with Asynchronous messaging using Pub/Sub, Kafka, RabbitMQ, or alike

* Familiarity with containerization technologies such as Docker and Kubernetes

* Knowledge of CI/CD tools and processes such as Git, GitLab and Jenkins

* Experience working with both relational and non-relational databases (BigQuery, BigTable, MySQL, Redis)

* Familiarity with Unix/Linux OS and shell scripts

* Strong organizational skills

Company Occupation:

High Tech

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