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Machine Learning Operations Engineer


BidSwitch / Moscow / Engineering & Modelling
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Job Overview

IPONWEB is looking for an experienced Machine Learning Operations Engineer who can step in and work on complex, highly performant, distributed ML systems for the advertising industry processing hundreds of millions of events every day. The candidate is expected to become a connecting link from the experimental achievements of corporate research to the robust, scalable and well-supported business solution.

Key Responsibilities:

  • Take on leadership over the process of productionalizing of the research effort in a continuous manner ensuring stable convergence of newly introduced features into applied innovations;
  • Develop ML pipelines for the purposes of production and a/b testing;
  • Ensure consistent versioning of code, data and models;
  • Cover production pipelines with functional and unit tests;
  • Assure the service quality by introducing SLO-based, differential and statistical sliced monitoring of the models’ performance;
  • Participate as a product expert in a/b tests;
  • Participate in investigation of incidents;
  • Participate in code review.

Required Skills & Experience:

  • Good upper-level understanding of the principles of Machine learning;
  • 3+ years proven experience with ML Operations;
  • 3+ years proven experience with Apache Spark and Scala programming language;
  • Basic knowledge of probability theory and statistics (a related degree or finished training course is a plus);
  • Experience with distributed computations systems (Google cloud platform incl. Compute engine is a plus);
  • Descent knowledge of Spark ML and data pipelines;
  • Experience with DevOps tools (continuous integration, repository management, configuration automation, containers etc.);
  • Experience with analytic (ELK stack, Grafana, etc.) and monitoring tools is a plus;
  • Good English reading and writing skills;
  • Linux/Unix experience.

We offer:

  • Career opportunity within High Tech international company – one of the leaders in the Programmatic Marketing industry
  • Open and approachable management team with strong engineering DNA (80% of Moscow office – engineers, managers and executives with technical background)
  • Internal pathways for career development and professional growth, supported by Performance Management System
  • Competitive compensation package
  • Corporate Health Insurance Program or Voluntary Insurance Program (VMI)
  • Internal and external learning courses both for professional and soft skills development
  • English Corporate Program
  • Relocation Program for you and your family from any region of Russia to Moscow office
  • Full flexibility outside our core working hours 12:00-18:00
  • Referral Bonus Program
  • Recognition of employee milestones.

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BidSwitch Overview

BidSwitch is focused on continually pushing the boundaries on what programmatic advertising can do. Engineered by IPONWEB, BidSwitch was created to help programmatic technology companies meet the challenges and redundancies produced by the rapidly expanding global real-time ecosystem. As a company, BidSwitch is completely neutral and never takes a position on media. We are focused on solving the underlying technical complexities and inefficiencies that hamper platform interconnectivity and trading at the infrastructure level.

Today, BidSwitch facilitates more than 350 supply and demand technology partners globally to connect and trade media across the display, mobile, native, video, TV, DOOH and VR ecosystems — all via a single standardised integration. By integrating with BidSwitch, partners* can instantly access hundreds of platforms through normalised protocols. The unique myBidSwitch UI includes features that make maintaining, optimizing and customizing relationships between supply and demand fast and easy.

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