Data Scientist
6 months ago
**MGID** is an innovative global pioneer in native advertising that drives revenue growth for all participants in the advertising ecosystem.
Established in 2008, MGID has grown to 750+ employees, who operate out of our 12 global offices. We reach up to a billion people globally each month. With MGID, you get access to 32,000+ publishers and 185+ billion monthly impressions.
Currently, MGID is hiring a **Data Scientist** who can help us build effective algorithms for improving user experience and bring right recommendations for users.
**What You'll Do**:
- Research, develop and maintain State-of-the-Art models for tabular, image and text data;
- Solve non-trivial ML tasks: recommendations for high-load systems, clustering complex data, hierarchical classification, business metrics optimization, etc;
- Using various data engineering techniques: data cleaning and normalization, data transformation, data mining of new features, etc;
- MLOps: deploying, maintaining and optimization of developed models;
- Analyze and identify patterns, formulate hypotheses and insights;
- Visualizing complex data for the better interpretability by stakeholders;
- Conducting and evaluating A/B tests.
**Who you are**:
- 3+ years of experience in ML engineering / Data Science;
- Deep understanding of Machine Learning / Deep Learning;
- Advanced Python and SQL skills for transformation complex data;
- Experience with Tensorflow / PyTorch / Keras;
- Strong experience with big data processing technology stack (Spark, Hadoop, etc.);
- Experience with at least one of the visualization libs/tools (seaborn, plotly, Tableau, PowerBI, etc.);
- Understanding of ETL/ELT pipelines;
- Strong communication and critical thinking skills;
- English: Upper-Intermediate/Advanced.
**Will be a plus**:
- Domain knowledge in AdTech - understanding of online advertising, RTB systems, know the difference between DSP, SSP and DMP;
- Hands-on experience with NLP and CV technologies;
- Participation in Kaggle.
**MGID **is an awesome place to work for those who share **results-driven culture, passion** for AdTech, **innovation,** and **human focus**. We set ambitious goals, approach challenges with enthusiasm, and value honesty, transparency, and empathy. We celebrate the diversity and the unique contributions of each individual. By embracing these values, we create a culture of excellence, creativity, and empathy. We proud to be an equal opportunity employer.
**Join us and unleash your full potential in a fun and rewarding environment**
**Let's create better together.
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