Machine Learning Engineer - Data Science Team

Join Our Team as a Machine Learning Engineer

Are you passionate about turning ideas into reality using code, algorithms, and a bit of magic? Semrush, a global IT company, is looking for a Machine Learning Engineer to join our Data Science team. This role is perfect for those who thrive in a dynamic environment and are eager to work on cutting-edge projects.

About the Role

As a Machine Learning Engineer, you will be involved in the full project development cycle. This includes everything from problem statement and research to experiments, model deployment, and monitoring. You will develop classification, ranking, regression, and clustering models, and work with LLMs for embeddings, prompt engineering, and model fine-tuning.

Key Responsibilities

• Project Development: Lead the full cycle from problem statement to deployment and monitoring.
• Model Development: Create classification, ranking, regression, and clustering models.
• LLM Work: Engage in embeddings, prompt engineering, and model fine-tuning.
• Infrastructure Support: Maintain infrastructure for experiments, results storage, model retraining, quality monitoring, and alerting.
• API Integration: Work with data providers' APIs.
• Code Review: Ensure high-quality code through rigorous review processes.

Who We Are Looking For

• Experience: 3+ years in DS/MLOps/MLE.
• Skills: Strong understanding of machine learning algorithms, probability theory, statistics, and linear algebra.
• Technical Proficiency: High proficiency in Python and ML stack, experience with Docker and Kubernetes, and knowledge of SQL.
• Additional Experience: Experience with LLM, NLP, DVC, GitLab CI, GCP, Vertex AI, and developing ETL processes with Airflow.
• Monitoring Tools: Familiarity with Grafana, Prometheus, and Alertmanager for deploying ML systems with batch/real-time processing.

Our Team

You will be part of a data science team responsible for supporting teams in the SEO domain. Our team includes a Product Owner, a Technical Owner, three Data Scientists, and two MLOps Engineers. We create internal services using machine learning, which other teams use to implement new products.

Our Tech Stack

• Cloud Platform: Google Cloud Platform
• Data Storage: ClickHouse, CloudSQL
• Languages: Python
• Tools: Airflow, Kubernetes, Docker, DVC, FastAPI, Catboost, Pandas
• LLM APIs: OpenAI, Google, Anthropic

Why Join Us?

• Flexible Work Environment: Choose to work from the office, from home, or a mix of both.
• Unlimited PTO: Take the time you need to recharge.
• Hobby Benefit: Support for your personal interests.
• Office Perks: Enjoy breakfast, snacks, and coffee at the office.
• Corporate Events: Participate in team-building activities.
• Professional Development: Access to training, courses, and conferences.
• Employee Gifts: Receive gifts as a token of appreciation.

About Semrush

Semrush is a leading online visibility management SaaS platform used by over 10 million digital marketers worldwide. We are committed to creating an inclusive environment for all employees and are proud to be an equal opportunity employer.

Join us and be part of a team that is constantly growing and innovating. We look forward to welcoming you to Semrush!