Senior Data Scientist (Honey Team)

Hi there!

We are Semrush, a global Tech company developing our own product – a platform for digital marketers.

• Using internal datasets and Semrush products, create a dataset to test the criteria, select the criteria, and conduct experiments to assess their impact on Semrush tools

• Evaluating the quality of the generated text: for various tasks, it is necessary to assess how well the generated text will meet the user's needs

• 5+ years of experience as a DS / MLE

• Strong understanding of the principles of machine learning algorithms, probability theory, statistics, and linear algebra

• High proficiency in Python and ML stack

• Strong practical experience building LLM-based systems

• Knowledge of SQL

• Practical knowledge of RAG and building AI agents

• Experience deploying and maintaining LLM-based solutions in production

• Experience with GitLab CI

• Experience with GCP and Vertex AI

• Experience in deploying ML systems with batch/real-time processing and monitoring (Grafana, Prometheus, Alertmanager)

• Reproducible research

We are a Data Science team primarily focused on LLM- and NLP-related tasks applied to Content Marketing and AI Search optimization. Our team includes one Data Science Manager and three Senior Data Scientists. We work closely with product and engineering teams to implement our solutions.

Our stack:

• Language: Python

• Google Cloud Platform

• Data Storage: ClickHouse, PostgreSQL

• Tools: ClearML, Docker, LangFuse

• LLM APIs: OpenAI, Google, Anthropic

Examples of our projects:

• Content Generation Quality Measurement – a system of metrics and algorithms designed to evaluate the quality of generated content, both in terms of linguistic quality and optimization for SEO and AI Search.

• Brand Extraction – a model that extracts brand names and other relevant entities from LLM-generated responses.

• Flexible working hours

• Unlimited PTO

• Flexi Benefit for your hobby

• Employee Support Program

• Loss of family member financial aid

• Employee Resource Groups 

• Meals, snacks, and drinks at the office

• Corporate events

• Teambuilding

• Training, courses, conferences

Semrush is a leading online visibility management SaaS platform that enables businesses globally to run search engine optimization, pay-per-click, content, social media and competitive research campaigns and get measurable results from online marketing. 

We've been developing our product for 17 years and have been awarded G2's Top 100 Software Products, Global and US Search Awards 2021, Great Place to Work Certification, Deloitte Technology Fast 500 and many more. In March 2021 Semrush went public and started trading on the NYSE with the SEMR ticker.

10,000,000+ users in America, Europe, Asia, and Australia have already tried Semrush, and over 1,700 people around the world are working on its development. The Semrush team is constantly growing.

Semrush is an equal opportunity employer. Building a better future for marketers around the world unites people from all backgrounds. Even if you feel that you don’t 100% match all requirements, don’t be discouraged to apply! We are committed to ensure that everyone feels a sense of belonging in the workplace.
We do not discriminate based upon race, religion, creed, color, national origin, sex, pregnancy, sexual orientation, gender identity, gender expression, age, ancestry, physical or mental disability, or medical condition including medical characteristics, genetic identity, marital status, military service, or any other classification protected by applicable local, state or federal laws. 

Our new colleague, we are waiting for you!