.Data Scientist (AI Lab Team) - 100% RemoteJob DescriptionHi there! We are Semrush, a global IT company developing our own product, a platform for digital marketers.New stars are born here, so don't miss your chance. This is our role: Data Scientist for those who want to turn ideas into reality using code algorithms and maybe a bit of magic.Tasks in the role: Create models to provide AI insights from traffic dataAnalyze usage and predict client behaviorConduct experiments, store results, retrain models, and perform quality monitoring and alertingConduct code reviewsRequirements Who we are looking for:Specialized education (mathematics / physics / computer science)Deep understanding of machine-learning algorithms and methodsKnowledge of probability theory, linear algebra, and mathematical analysisAbility to write clean Python codeExperience with databases (SQL DBs, BigQuery)Work experience of at least two years in a similar roleEnglish at a B2 level or higherNot required but a plus:Experience with explainable AIExperience with MLFlowExperience with GitLab CIExperience with GCP and Vertex AIExperience in developing ETL processes with AirflowExperience in deploying ML systems with batch/real-time processing and monitoring (Grafana, Prometheus, Alertmanager)Reproducible and well-documented researchA bit about the team The AI Lab Team is part of the Competitive Intelligence Unit, which develops products for domain traffic and market analytics.The result of our work are the AI insights for our tools and internal models. We work with a large amount of data and use machine learning in our solutions.Some projects we want you to be a part of: Churn prediction modelTraffic chart descriptionInsights about potential audienceOur stack: Google Cloud PlatformData Storage: BigQuery, Google Cloud StorageLanguage: PythonTools: Airflow, k8s, Docker, FastAPI, XGboost, Pandas, TensorFlow/Torch, MLFlowLLM APIs: OpenAI, GoogleWe will try to create all the right conditions for you to work and rest comfortably - it's up to you to decide what work format works best for you.You can #wfo #wfh or mix both.Benefits: Flexible working day startUnlimited PTOHobby benefitBreakfast snacks and coffee at the officeCorporate eventsTraining courses and conferencesGifts for employeesFinally a little more about our company: Semrush is a leading online visibility management SaaS platform that enables businesses globally to run search engine optimization, pay-per-click, content, social media, and competitive research campaigns, and get measurable results from online marketing.We've been developing our product for 16 years and have been awarded G2's Top 100 Software Products, Global and US Search Awards 2021, Great Place to Work Certification, Deloitte Technology Fast 500, and many more.In March 2021, Semrush went public and started trading on the NYSE with the SEMR ticker