Machine Learning Engineer in Innovation Group

We — Innovation Group — conduct our activities on the territory of Ukraine in the field of software development. We specialize in the development, support and promotion of web applications. Thank you for your interest in our vacancies and feedback. Due to the large number of responses to this vacancy, we are forced to inform you: if we do not contact you within the next week, it will mean that we are not currently considering your candidacy for the next stage of selection. However, your CV will be stored in our database and we will be sure to notify you of vacancies matching your experience as they become available. Thank you for your understanding and we wish you success in your career search. Required Knowledge and Competencies: Experience with Python and machine learning libraries (e.g. scikit-learn, TensorFlow, PyTorch).Knowledge of machine learning algorithms (classification, regression, clustering, neural networks).Experience with SQL and databases.Understanding the principles of recommender systems and anomaly detection algorithms.Experience with big data and processing tools (eg, Hadoop, Spark).Knowledge of the basics of statistics and mathematical modeling.Responsibilities and tasks :Development and implementation of machine learning algorithms to improve user retention systems.Creation and optimization of recommender systems.Development and implementation of models for fraud detection and prevention.Analysis of large volumes of data to discover insights and improve algorithms.Collaboration with development teams and analysts to integrate ML- solutions into business processes. It will be a plus: Experience working with cloud platforms (AWS, Google Cloud, Azure). Knowledge of frameworks for automating machine learning (e.g. MLflow, Kubeflow). Experience using containerization and orchestration (Docker, Kubernetes). Knowledge of English language at a level that allows you to read technical documentation. We offer: Flexible schedule; Annual perfomance review; 20 vacation days, 5 day-offs, 15 sick days, days off for all public holidays; Birthday gifts, bonuses for personal family holidays and many more pleasant things; Medical insurance from the UNIQA company; Participation in conferences and specialized training events at the expense of the company; Personal new work equipment; Convenient payment of wages; Corporate discounts and personal merch; Constant communication support on all necessary issues.