Mg-087 Data Scientist (Ai Lab Team), Barcelona

Detalles de la oferta

Data Scientist (AI Lab Team) en Barcelona.Job 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 roleData Scientist for those who want to turn ideas into reality using code algorithms and maybe a bit of magic.Tasks in the roleCreate models to provide AI insights from traffic dataAnalyze usage and predict client behaviorConduct experiments, store results, retrain models, quality monitoring, and alertingConduct code reviewsRequirementsWho we are looking forSpecialized 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 plusYou have experience with explainable AIYou have experience with MLFlowYou have experience with GitLab CIYou have experience with GCP and Vertex AIYou have experience in developing ETL processes with AirflowYou have experience in deploying ML systems with batch/real-time processing and monitoring (Grafana, Prometheus, Alertmanager)Reproducible and well-documented researchA bit about the teamYou can get to know the team better at one of the interviews, but some brief information about future colleagues will be useful now.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 ofChurn prediction modelTraffic chart descriptionInsights about potential audienceOur stackGoogle 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 bothFlexible working day startUnlimited PTOHobby benefitBreakfast snacks and coffee at the officeCorporate eventsTraining courses and conferencesGifts for employeesPython, SQL, BigQuery#J-18808-Ljbffr


Salario Nominal: A convenir

Fuente: Jobtome_Ppc

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