Remote Senior Machine Learning Engineer

Summary

Join our team of data scientists at Jooble, a Ukrainian product IT company, and contribute to the development of machine learning in our international job search platform.

Requirements

• 4+ years of experience in Machine Learning or 1+ year in Machine Learning and 3+ years in Backend Software Development
• Strong skills in Python development and deep knowledge of ML stack (sklearn, numpy, pandas, xgboost)
• Practical experience in data analysis, statistical analysis
• Understanding of OOP and design patterns
• Ability to work autonomously and manage initiatives in various product areas
• Experience working with Linux systems and administration tools, Bash scripting, and Shell scripting
• Experience working with databases such as Elasticsearch, Redis, MSSQL
• Possession of visualization tools for monitoring and logging (Kibana, Grafana)
• Willingness to learn and apply new advanced technologies in the field of search information, Big Data, and Machine Learning

Responsibilities

• Actively participate in the development of Machine Learning in Jooble through training and research on new technologies
• Transform business problems into stable and practical ML and AI solutions, taking into account production requirements
• Tightly collaborate with the DevOps team to integrate MLOps CI/CD into existing services
• Design, develop, and launch effective and reliable ETL pipelines
• Optimize existing pipelines and support data domain-related pipeline data

Preferred Qualifications

• Experience working with Big Data (Spark/Hadoop)
• Experience using deep learning frameworks such as PyTorch, Keras, and TensorFlow
• Experience designing microservices from scratch
• Experience setting up/improving CI/CD pipelines
• Understanding of orchestrating data pipelines using Airflow or Dagster
• Practical experience in A/B testing
• Understanding of virtualization (k8s and Docker)

Benefits

• Work from anywhere
• Flexible working hours
• Education (covers expenses for courses, webinars)
• Healthcare (medical insurance for all employees working over 3 months in Jooble)
• Mental Health (compensation for consultations with psychologists, wellbeing service partner of Jooble, or 50% payment for services of a chosen psychologist)
• Vacation and Sick Leave (24 days annual leave, paid sick leave + possibility to take 4 additional sick days without medical documentation)