DATA SCIENTIST (AI LAB TEAM)

Job Description
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 role
Data Scientist for those who want to turn ideas into reality using code, algorithms, and maybe a bit of magic
Tasks in the role

Create models to provide AI insights from traffic data
Analyze usage and predict&analyze client behavior
Conducting experiments, storing results, retraining models, quality monitoring, and alerting
Conducting 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

You have experience with explainable AI
You have experience with MLFlow
You have experience with GitLab CI
You have experience with GCP and Vertex AI
You have experience in developing ETL processes with Airflow
You have experience in deploying ML systems with batch/real-time processing and monitoring (Grafana, Prometheus, Alertmanager)
Reproducible and well-documented research

A bit about the team
You can get to know the team better at one of the interviews, but some brief information about future colleagues will be useful now.
The AI Lab Team is part of the Competitive Intelligence Unit, which develops products for domain traffic and market analytics. The result of our work are: the AI insights for our tools and internal models. 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

It’s up to you to decide what work format works best for you. You can #wfo, #wfh, or mix both
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 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 16 years and have been awarded G2s 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 1,000 people around the world are working on its development. The Semrush team is constantly growing.
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. 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. All employment decisions are based on business needs, job requirements, merit, and individual qualifications.