Senior Machine Learning Engineer (offline)

MGID was founded in 2008 and is one of the leading companies in native advertising. We enable our media partners to monetize their audience and help brands to promote their services and goods effectively.

MGID offers a range of integrated solutions covering the promotion process every step of the way; we offer services ranging from planning out the marketing strategy to its thoughtful implementation and optimization. Our clients include major international brands like Renault, Domino’s, Airbnb, PizzaHut, Qatar Airlines, and many others, including media organizations and web agencies.

MGID is:
— One of the largest MarTech-companies in the Ukrainian market;
— A proprietary Highload service that delivers 185 billion advertisements to 850 million unique users in more than 70 languages;
— The winner of multiple AdTech awards for innovation and product quality;
— A workforce of 600+ employees operating from offices in the US, Europe, and Asia;
— A passion for cutting-edge technologies and a seamless vertical structure that allows the regional teams to exchange skills and development practices.

Your main duties:
— Develop new models for different recommender systems within our product (classification, clusterization, etc.);
— Act as a bridge between the business and technical stakeholders in the development of new ML models and data solutions;
— Identify new opportunities to leverage data science to different parts of the MGID product;
— Research, patterns identification, and formulating insights;
— Identify proper evaluation metrics;

You fit these requirements:
— 5+ years of overall technical experience;
— 3+ years of experience in Machine Learning/Data Science;
— Experience with high-load systems;
— Exposure to advertising/ad tech domain;
— Hands-on experience with ML concepts: regression and classification, clustering, feature selection, feature engineering, the curse of dimensionality, bias-variance tradeoff, neural networks, SVMs, etc.;
— Understanding of true model validation, p-value, and equivalent.

What we offer:

— A career in one of the most ambitious, high-potential adtech companies;
— Flexible work arrangements with an adaptive approach;
— Top compensation, premium benefits for your mental health and work-life balance, educational and career development opportunities;
— Truly global experience with future business travel opportunities.

About MGID

Global Native Advertising Network established in 2008. Pioneer in native ad formats. Offices in Kyiv, Los-Angeles, New-York.

1+ billion ad-user interactions/day
2000+ Gb of new data/day

Tech Stack: C++, GoLang, PHP7; Angular, Mysql, Clickhouse, MongoDb, Kafka, Hadoop, Aerospike; Nginx; Gitlab, TeamCity, Datadog; Ubuntu Linux.

Company website:
https://www.mgid.com/

DOU company page:
https://jobs.dou.ua/companies/mgid/