Machine Learning Engineer (AdTech Industry)

Remote (Ukraine only) Python Software Developer

Required skills

Python / strong
English / strong

Would you like to learn new skills, sharpen your existing ones, and make a difference in a fast-growing company from LA?

If yes, then why don’t you become one of us?

We invite an enthusiastic Engineer with extensive experience in Python to join us as a Machine Learning Engineer.

This is a fantastic opportunity for an Engineer who has a thirst for challenging tasks and is an entrepreneur at heart.

Sounds like you? Then we are waiting for you on our team!

Customer

We collaborate with the market leader for brand-suitable, contextually relevant video advertising. They ensure ads reach the right video and social audiences by aligning with content that reflects each brand’s values while eliminating wasted spend and exposure to questionable content.

The customer values insights and ideas. The atmosphere in the team is friendly and creative.

Project

The project is related to the marketing sphere and includes development of a system for advertising campaign management. The system provides tools for performing all kinds of analysis, auditing, auto-correction of advertising campaigns targeting, etc. It can manage up to billions of complex records, such as video metadata.

Working on the project, you will have an opportunity to find and offer interesting solutions to perform Machine Learning tasks and build tools to suggest video and channels similar to specified criteria.

Ready to lead? Then we are waiting for you on our team!

Requirements

  • Relevant professional experience in Natural Language Understanding, Deep Learning, Open Domain Question Answering, Text Classification, Information Retrieval, or Knowledge Extraction
  • Experience with traditional NLP tools such as BoW models, word embeddings, and Python NLP toolkits such as spacy, NLTK, Hugging Face
  • At least 4 years of production experience with Python in a corporate or startup environment
  • Experience with deep learning-based NLP models such as BERT, OpenAI GPT-2/3, other transformers
  • At least Intermediate level of English

 

Will be a plus:

  • Experience with Python back-end framework such as Flask or Django
  • Familiarity with some ORM (Object Relational Mapper) libraries such as SQLAlchemy or DjangoORM
  • Experience with major SQL and NoSQL data storages
  • Knowledge of AdTech domain
  • Experience with machine learning techniques, tools, and deep learning frameworks like TensorFlow, Pytorch

Responsibilities

  • Designing, building, training, evaluating, and testing Machine Learning models
  • Writing production-level code to use model as a part of the features and system
  • Creation and improvement of algorithms and models for the images and text data analyze
  • Complying with the best engineering practices, technical standards, and quality criteria set forth on the project
  • Participating in estimation and planning sessions
  • Collaborating with product managers, designers, other engineers to plan, scope, build, and deploy new features
  • Participating in conference calls and face-to-face meetings with the customer
  • Contributing to development of technical project documentation

WHY US

  • Diversity of Domains & Businesses
  • Variety of technology
  • Health & Legal support
  • Active professional community
  • Continuous education and growing
  • Flexible schedule
  • Remote work
  • Outstanding offices (if you choose it)
  • Sports and community activities

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