Data Scientist
hace 4 semanas
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.
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