Senior Ai Engineer

Avenga

Burgas, Bulgaria
On-site
Pytorch deep learning frameworks
Vertex ai model deployments
Postgresql postgis spatial data
The role involves designing, developing, and delivering a Proof-of-Concept system to validate the use of DAS and AIS data for detecting intrusions on critical infrastructure

Job Summary

  • The role involves designing, developing, and delivering a Proof-of-Concept system to validate the use of DAS and AIS data for detecting intrusions on critical infrastructure.
  • Candidates must have expert-level proficiency in PyTorch and experience with specialized vision transformers like DINO for analyzing object noises.
  • Avenga offers benefits including private health insurance, flexible hybrid work models, laptops, and a commitment to fostering a diverse and inclusive workplace.

Matching Summary

The role involves designing, developing, and delivering a Proof-of-Concept system to validate the use of DAS and AIS data for detecting intrusions on critical infrastructure.

Skills & Requirements

Must-have

  • PyTorch deep learning frameworks
  • Vertex AI model deployments
  • PostgreSQL PostGIS spatial data
  • Python 3.11/3.12 modern package managers
  • MLFlow artifact tracking

Nice-to-have

  • Distributed Acoustic Sensing experience
  • Seismic data processing knowledge
  • H3 spatial data association skills
  • Vision Transformers DINO v2/v3
  • Cloud Run high-performance serving

Key Requirements

  • Senior level Machine Learning R&D experience
  • Hands-on GCP Vertex AI and Cloud Workstations
  • Signal processing and time-series data expertise

Work Rights

Not specified

Tailored Resume

Cover Letter