Специализация
Data Science / Machine Learning
IPONWEB, a world-leading company in building custom programmatic solutions, is looking for a developer with an interest in machine learning to join continuous effort to build the best in class machine learning system in the field of programmatic marketing
Why we are recommending
- Many internal pathways for career development and professional growth, supported by a performance review system
Responsibilities
You will be:
- Conducting experimental research of machine learning algorithms.
- Implementing these algorithms and surrounding infrastructure for production environments.
You will be dealing with:
- Datasets typically containing millions of events per day (and more).
- Various algorithmic challenges in the field of machine learning: feature engineering and selection, hyperparameter optimization, technical performance optimization and much more.
- Systems which aim to continuously apply these algorithms in a robust, scalable and adaptable fashion.
- Short- and long-term financial effect as the ultimate measure of any algorithms efficiency.
Requirements
- Has decent knowledge of math with particular focus on linear algebra, calculus, probability theory, statistics.
- Has decent fundamental CS knowledge (algorithms, data structures etc).
- Is experienced in designing and implementing computational and data processing algorithms.
- Is experienced in adapting and tuning machine learning algorithms for a specific problem.
- Has decent knowledge of one of Scala, Java, C++, Python.
Company offers
- Competitive salary and a comfortable office.
- Core office hours are 12-18, and outside of that you have full flexibility.
- An option to work remotely sometimes (VPN and other services for remote work are available).
- Medical insurance.
- Internal and external education program.
- English courses compensation.
- Relocation program from any region of Russia to the Moscow office.
- Referral bonus system.
- Fruits, vegetables, cheese, nuts, cookies and cakes, snacks and beverages at every coffee point and more.
Hiring process
You will have 2 stages:
- Introduction interview.
- Tech round.