Joom

Senior ML Engineer

Joom
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6 hours ago
Lisbon, PortugalSenior

Responsibilities

  • Improve core search algorithms, user-query understanding, product relevance, and search functionality.
  • Develop AI/ML support for order-related user questions using context from orders, profiles, transactions, and service activity.
  • Automate refunds through AI/ML systems.
  • Perform raw data analysis, formulate hypotheses, create models, run experiments, and deploy results into production.
  • Develop and debug distributed, high-load applications and write testable code.

Requirements

  • Strong algorithmic skills, including fundamental algorithms, data structures, and their implementation in standard libraries.
  • Proficiency in at least one programming language.
  • Experience developing and debugging distributed, high-load applications.
  • Industry machine learning experience, including modeling and training approaches such as linear models, GBDT, and DNN.
  • Knowledge of statistics and end-to-end machine learning development.
  • Preferred: experience developing recommendation or search systems.
  • Preferred: experience training neural network models.
  • Preferred: experience with Spark, Cassandra, MongoDB, and Kafka.
  • Preferred: knowledge of Go.

Benefits

  • Office-first work arrangement with flexible hours and the possibility of working remotely 52 days per year.
  • Health insurance including dental care for employees and their children, daily meal allowance, and 100% paid sick leave.
  • Full relocation assistance for employees and their families.
  • Licenses and access to a wide range of AI tools.
  • Opportunities for promotion, professional training, and English and Portuguese courses.
  • Collaboration across Portugal, Brazil, Latvia, and China, plus annual team-building activities and knowledge-sharing workshops.
  • Base salary and performance-based bonuses are offered, with no specific compensation amount stated.

Tech Stack

Apache AirflowApache CassandraApache KafkaApache SparkDockerGoJenkinsKubernetesMongoDBPythonPyTorchScala

Categories

Joom

About Joom

201-500 employees
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