Job Description We are Semrush, a global IT company developing our own product – a platform for digital marketers.
Data Scientist Tasks in the role Create models to provide AI insights from traffic data Analyze usage and predict client behavior Conduct experiments, store results, retrain models, monitor quality, and alert Conduct 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: Experience with explainable AI Experience with MLFlow Experience with GitLab CI Experience with GCP and Vertex AI Experience in developing ETL processes with Airflow Experience in deploying ML systems with batch/real-time processing and monitoring Reproducible and well-documented research A bit about the team The AI Lab Team is part of the Competitive Intelligence Unit, which develops products for domain traffic and market analytics. 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: Flexible work format (WFO, WFH, or hybrid) Flexible working day start Unlimited PTO Hobby benefit Breakfast, snacks, and coffee at the office Corporate events Training, courses, conferences Gifts for employees Finally, a little more about our company Semrush is a leading online visibility management SaaS platform that enables businesses globally to run marketing campaigns and get measurable results. We've been developing our product for 16 years and have been recognized with numerous awards. In March 2021, Semrush went public and started trading on the NYSE.
Our new colleague, we are waiting for you!
Semrush is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.
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