Machine Learning Engineer (DS Team)

at  SEMrush

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 Machine Learning Engineer role for those who want to turn ideas into reality using code, algorithms, and maybe a bit of magic.

WHO WE ARE LOOKING FOR

• 3+ years of experience as a DS/MLOps/MLE
• Strong understanding of the principles of machine learning algorithms, probability theory, statistics, linear algebra
• High proficiency in Python and ML stack
• Experience with Docker and k8s manifests
• Knowledge of SQL

A BIT ABOUT THE TEAM

We are a data science team responsible for supporting teams working in the SEO domain. We create internal services using machine learning, based on which other teams implement new products. Our team includes a Product Owner, a Technical Owner, three Data Scientists, and two MLOps Engineers. The workload is increasing, so we are looking for a Machine Learning Engineer.

• Full project development cycle: From problem statement and research to experiments, model deployment, and monitoring
• Development of classification/ranking/regression/clustering models
• Working with LLM: Embeddings, prompt engineering, model fine-tuning
• Supporting the infrastructure for conducting experiments, storing results, retraining models, quality monitoring, and alerting
• Working with data providers’ APIs
• Code review