Machine Learning Engineer in Jooble

Direct message the job posting member from Jooble Evgeniya Romanova Evgeniya Romanova Talent Sourcer at Jooble Jooble is a Ukrainian product IT company that is among the top 10 most visited sites in the world in the Jobs and Employment segment. Our flagship product is an international job search site used by millions of people in 67 countries every day. We have grown from a startup founded by two students to a global player with a team of over 280 professionals. Our mission is to make the job search easy for everyone. Our Data Science team includes 20 specialists who are further divided into groups: Developers, Data Entry Clerks and Data Scientists. That is, Data Science in the company is a Full Stack version. It is about a set of all directions and skills (ML Engineering, Data Engineering, Analytics and Development), which allow us to create ready-made solutions, and not a separate component. The following tasks await you: Actively participate in the development of Machine Learning at Jooble through training and research of new technologies.Transform business problems into stable and practical ML and AI solutions, taking into account production requirements.Work closely with the DevOps team to integrate MLOps CI/CD into existing services.Design, develop and run efficient and reliable ETL pipelines. domain-related You are our ideal candidate if you have: 3+ years of experience in Machine Learning OR 1+ years of experience in Machine Learning and 2+ years of experience in Backend Software Development Strong Python development skills and deep knowledge of the ML stack (sklearn, numpy, pandas, xgboost) Hands-on experience in data analysis, statistical analysis Understanding of OOP and design patterns Ability to work autonomously and lead initiatives across product areas Experience with Linux systems and administration tools, Bash and Shell scripting Experience with databases such as Elasticsearch, Redis, MSSQL Proficiency in visualization tools for monitoring and logging (Kibana, Grafana) Willingness to learn and apply new advanced technologies in the field of information retrieval, Big Data and Machine Learning Will be an advantage: Experience in working with Big Data (Spark/Hadoop) Experience in using deep learning frameworks such as like PyTorch, Keras and TensorFlow Experience designing microservices from scratch Experience configuring/improving CI/CD pipelines Understanding orchestrating data pipelines using Airflow or Dagster Hands-on experience in A/B testing Understanding virtualization (k8s and Docker) What do we offer?Work from anywhere All employees have the choice to work in the office, remotely or to mix. Some Jooble employees live abroadand work remotely or from an office in Limassol or Warsaw. And those who live in Ukraine can visit the offices in Kyiv or Lutsk if they wish. Flexible working hours An 8-hour working day, the start time of which you can choose yourself. For us, the result is important, not the number of hours spent at the workplace.EducationWe cover the costs of training, courses, webinars.HealthcareHealth insurance for everyone who works for more than 3 months at Jooble. For colleagues who are abroad, financial support is provided in case of health expenses. Mental HealthCompensation for consultations with psychologists of the well-being service with which Jooble cooperates, or 50% of the payment for the services of a psychologist chosen by the employee himself. Vacation and Sick Leave24 days of annual leave, paid sick days, + the possibility to take 4 additional sick days without a medical certificate. Our culture Behind a successful product is always a team. We want our people to feel that working at Jooble is about freedom, development, support and honesty with each other. We always provide feedback, and we believe that it helps us grow personally and develop our products. Ukraine is the capital of great people! From the first day of the war, Jooble stopped any activity on the territory of the Russian Federation and Belarus, and continues to actively help Ukraine to bring victory closer. More about Jooble: LinkedIn https://www.linkedin.com/company/joobleInstagram https://www.instagram.com/jooblelife/Careers http://hiring.jooble.org/ Jooble story on Forbes: https:// jooble.link/14037 If the vacancy matches your skills and wishes, send your resume! Show more Show less Position level Senior secondary level Type of employment Full time Job duties Science and Engineering Industries Information services