On behalf of Beeswax, Sigma Software is looking for a 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 works

About Sigma Software

Sigma Software предоставляет высококачественные ИТ услуги для клиентов в таких сферах, как электронный бизнес, документооборот, телекоммуникации, военная отрасль, авиационно-космическая промышленность, банковское дело, финансы и недвижимость, а также в сфере туризма, индустрии развлечений и разработки игр.

Три основных направления бизнеса компании — разработка и поддержка программного обеспечения, разработка программного обеспечения на заказ, в том числе разработка решений под мобильные устройства, ИТ консалтинг в различных сферах, в частности в сфере электронного бизнеса, документооборота и работы с проблемной задолженностью.

Свои услуги мы предоставляем в основном для компаний, расположенных в Западной Европе и США. Офисы в Харькове и Одессе работают с 2005 года. В 2014 открылись новые офисы в Киеве, Львове, Варшаве (Польша) и Сан-Хосе (США).

Company website:
http://ua.sigma.software/

DOU company page:
https://jobs.dou.ua/companies/sigma-software/

Job posted on 19 July 2021
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