Sigma Software входит в топ 100 лучших IT компаний мира по рейтингу The 2016 Global Outsourcing 100. Компания входит в состав шведской корпорации Sigma Group, которая насчитывает 3200 человек по всему миру. Более 1000 проектов реализовано для клиентов из Западной Европы, США и Украины.
27 августа 2021

Senior Machine Learning Engineer (Beeswax/AdTech)

Киев, Харьков, Львов, Днепр, Одесса, Винница, Сумы, удаленно

On behalf of Beeswax, Sigma Software is looking for a Middle/Senior Machine Learning Engineer with an in-depth working knowledge of the latest in Machine Learning/Data Science technologies and cloud platforms to join our team.

CUSTOMER

Our customer is a rapidly growing US AdTech company Beeswax. Founded by three ex-Googlers, it has a highly technical team and an excellent technological culture.

Beeswax provides extremely high-scale Bidder-as-a-Service solutions in advertising technology, works with global businesses, and has to date raised $28M (incl. the most recent Series B raise of $15M).

Sigma Software works together with Beeswax to enable the delivery of numerous key components of the platform and is looking for engineers to complement Beeswax engineering team and to drive further development of the platform.

PROJECT

The project is about building the next generation of the real-time bidding software that enables sophisticated marketers to break free from the limitations and constraints of opaque, one-size-fits-all programmatic buying platforms.

In this role you’ll work on a wide range of computational challenges such as: CTR prediction, forecasting, bidding models, and delivery optimization. Our client practices an effective data science process that recognizes the uncertainty in explorations for ML solutions but also emphasizes an agile software engineering workflow. Beeswax uses the most popular tools in the Python data science ecosystem and embraces innovation.

The tech stack is always evolving to meet the challenges of the massive scale of transactions, on which we operate. To manage the firehose of data coming in, the team explores complex tradeoffs and carefully architects high performance distributed systems. Those in turn require elegant and thoughtfully designed interfaces to make the systems accessible to both Beeswax team and their customers.

REQUIREMENTS

  • Strong experience in the Machine Learning/Data Science industry
  • Strong understanding and experience in distributed computing frameworks, especially in Apache Spark
  • Strong-level proficiency in Python and SQL
  • Practical experience with Data Warehousing (especially Snowflake), Deep Reinforcement Learning, and out-of-core algorithms
  • Good understanding of engineering best practices, agile (as it applies to Data Science), and version control
  • Effective collaboration with Product, Customer, and Engineering teams
  • At least Upper-Intermediate level of English (both spoken and written)

RESPONSIBILITIES

  • Actively participate in data science projects and ensure they deliver business value
  • Work with the Product and Engineering team to build data model pipelines to power customer-driven products
  • Drive architectural changes to improve engineering velocity
  • Implement and test the latest research work

WHY US

  • Health & Legal support
  • Discount program
  • Sport activities
  • Outstanding offices
  • Comfortable place in a cozy room
  • Continuous education
  • Flexible schedule
  • Remote work
  • Diversity of Domains & Businesses
  • Variety of technology

Welcome Sigma Software

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