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Job Description

We are looking for a person with a track record of streamlining data driven solutions for our DOT ML team in Bratislava that will focus on documents/IDs. Join Innovatrics experts in AI, machine learning and computer vision, whose algorithms power biometric solutions in 80 countries. The team members are enabling remote onboarding with their algorithms.

If you are a lifelong learner, you enjoy constant challenges and like staying on the cutting edge of the current developments in computer vision, let us know! Your ideas will be applied to some of the most advanced biometric solutions used by the largest companies as well as governments.

Responsibilities

Bring state of the art dev/ml ops practices into our diverse tech stack including models trained in python, inference in C++ package into product built in Kotlin
You will be in charge of architecting, developing, testing and optimisation of the ML workflows (data processing pipelines, data platform
Streamlining existing ML process including data collection, annotations, model training and deployment
Creating proof of concepts with selected ML algorithms / NNs to target problem
Integrating models/algorithms into the product (SDK). Some models for use in embedded devices require creation of inference model for them in C/C++
Creating and augmenting image datasets

Candidate requirements

University degree in computer science
Experience with building workflows and pipelines
Advanced Python
Experience with ML framework (PyTorch, scikit-learn, Tensorflow, Caffe)
Intermediate experience with DevOps/MLOps
Other tech stack which is a big plus: bash, Gitlab CI/CD, Conan C/C++, CMake, Agile, JIRA
Experience with computer vision is a plus
Intermediate C/C++
Intermediate Linux
Familiarity with profiling and memory usage debugging
Ability to quickly develop and evaluate a prototype solution

About DOT

Digital Onboarding Toolkit (DOT) is a full technology stack for developing remote identity verification applications. Consisting of mobile and server components, DOT can authenticate and extract data from identity documents and verify identity of an individual using industry leading facial biometrics and liveness check. DOT helps organizations and their users create instant trust with each other.