AI/ML Model Engineer (offline)

Project is a system that operated services such as Accommodation, Flights and drivers to more than 3MM humanitarian communities users since 2018.
We aim to experiment with ML/AI to provide a smart itinerary to humanitarian travelers with suggestions for accommodation, flights, drivers, and other services provided by the client agencies.

What you will do:
Develop a Proof of Concept for project
Develop a machine learning model which analyse large amount of historical data and real-time events.

We offer:
Flexible working hours
Access to mentorship and knowledge-sharing initiatives
The freedom to work from anywhere in the world, with fully remote work
Regular compensation review based on your personal development
Opportunity to participate in open-source projects
Minimal bureaucracy, synergy, and formalities, with a primary focus on effective communication.

Requirements:
4+ years experience as a Software Engineer (with 2 years experience in AI/ML engineering)
Experience with Python for machine learning & AI development and deployment
Experience with Vertex AI, BigQuery, GCP, Google Travel and Google Maps
Experience with AWS
Knowledge of SQL for feature storage and manipulation
Knowledge of Docker for packaging up our models for deployment
Git for version control
Experience working with large data pipelines (using technologies such as Beam or Kafka)
Own Testing of machine learning model (unit testing, regression testing, model training and fine-tuning, etc)
Hands on code, build, govern and maintain capabilities
Experience of working on a project using agile concepts (such as working in sprints)
Familiarity with working in an MLOps environment
Experience working with search engines (such as Elasticsearch)
Real world experience with deep learning
Some experience in Privacy Enhancing Techniques (e.g. homomorphic encryption, federated learning, differential privacy, synthetic data generation with deep learning architectures)

About Valor Software

We started in 2013. At the moment we are the team of 100+ talented professionals, and we continue to grow. We are technology maniacs and always work with proven cutting-edge technologies. We don’t stop learning: we stay abreast of disruptive technologies that enable the next generation of amazing software and experiences.

Company website:
https://valor-software.com/

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