Overview
We are Semrush, a global tech company developing our own product – a platform for digital marketers. We're hiring for Senior Data Scientist (Honey Team).
Responsibilities
* 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, assess how well the generated text will meet the user's needs
Qualifications
* 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
About the team
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
Tools: ClearML, Docker, LangFuse
Examples of our projects
* Content Generation Quality Measurement – metrics and algorithms to evaluate generated content quality for SEO and AI Search.
* Brand Extraction – a model that extracts brand names and other relevant entities from LLM-generated responses.
We will try to create all the right conditions for you to work and rest comfortably
* 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
* Teambuilding
* Training, courses, conferences
A little more about our company
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.
Our Diversity, Equity, and Inclusion commitments
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!
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