Xenoss is a software development house solving complex big data, AI and high-load problems. We build high-load multi-user software, AI-powered systems, data mining and big data solutions. We do hard-core programming.
17 ноября 2021

Lead AI/ML Engineer | Marketing platform (вакансия неактивна)

Киев, Харьков, Львов, Днепр, Одесса, Винница, Житомир, Ровно, Ужгород, Чернигов, Черновцы, за рубежом, удаленно

Project: The product we are building is an AI-powered SaaS platform for managing marketing campaigns and generating promotional visuals (mainly digital ads), that is used by global top brands.
Building technology for smart advertising solutions is one of the biggest modern challenges that currently exist. Making ads to be more efficient, more relevant & less intrusive will benefit both advertisers and users. By collecting and analyzing (big) data on user reaction to the creatives, the platform learns & provides the most relevant creatives for each user segment (audience).

Tech stack: Node.js, Express.js, React.js, Redux, Rematch, Typescript, Python, Java, RabbitMQ, MongoDB, ClickHouse OLAP DBMS, Redis (cache), Elasticsearch, AWS, Docker, Kubernetes

Client: Successful British ad-tech company with big global clients including Virgin, Nestle, Adidas, J&J, Uber, Nissan, Shell, HSBC.

What will be your goal

Your goal will be to ensure technical excellence of AI/ML solutions built by the Data Science team, that should be delivered as standalone services that can be efficiently used by other teams

What you will do

  • You’ll be designing and building new AI/ML-based creative automation services and ensuring their smooth integration into the solution
  • You’ll be actively communicating with the product team on the feature requirements, including image/video processing (CV), marketing visuals auto-generation, campaign performance prediction and other AI-related tracks
  • You’ll be transforming product requirements into reliable, scalable, and maintainable solutions
  • You’ll be working on critical architectural and technical tasks along with the Solution Architect
  • You’ll be helping the Product Owner to groom the backlog and prioritize the product roadmap

Must-have skills

  • Strong understanding of data structures & algorithms
  • Proficiency in Python
  • Experience in building applications/services based on open source ML models
  • Goal orientation & Problem-solving
  • Working proficiency in English

Do not hesitate to apply if you are missing some specific experience. We will be happy to help you with gaining one.

Nice-to-have skills

  • Leadership experience
  • Node.js
  • Experience with a microservice architecture

What you get

Teams of people who love programming
Complex technical challenges with big data/AI/high load
Freedom to make your own engineering decisions and broad space for creativity
Modern technology stack to work with
Work remotely or from the office options on a flexible schedule
Long-lasting projects
Financial compensation for professional events and education
Opportunity to choose the equipment you like
Above-market compensation