Data Scientist
hace 3 meses
Data Scientist (AI Lab Team) en Barcelona.
Job Description Hi 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 data - Analyze usage and predict analyze client behavior - Conducting experiments storing results retraining models quality monitoring and alerting - Conducting code reviews Requirements Who we are looking for - Specialized education (mathematics/physics/computer science) - Deep understanding of machine-learning algorithms and methods - Knowledge of probability theory linear algebra and mathematical analysis - Ability to write clean Python code - Experience with databases (SQL DBs BigQuery) - Work experience of at least two years in a similar role - English at a B2 level or higher Not required but a plus - You have experience with explainable AI - You have experience with MLFlow.
- You have experience with GitLab CI - You have experience with GCP and Vertex AI - You have experience in developing ETL processes with Airflow - You have experience in deploying ML systems with batch/real-time processing and monitoring (Grafana Prometheus Alertmanager) - Reproducible and well-documented research A bit about the team You 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 of - Churn prediction model - Traffic chart description - Insights about potential audience Our stack - Google Cloud Platform - Data Storage BigQuery Google Cloud Storage - Language Python - Tools Airflow k8s Docker FastAPI XGboost Pandas TensorFlow/Torch MLFlow - LLM APIs OpenAI Google We 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 - Flexible working day start - Unlimited PTO - Hobby benefit - Breakfast snacks and coffee at the office - Corporate events - Training courses conferences - Gifts for employees Python, SQL, BigQuery
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