Senior Machine Learning Engineer (offline)

Drawer.AI is a revolutionary force in the Architecture, Engineering, and Construction industry, leading design automation through cutting-edge Artificial Intelligence. Our mission is to harness AI's power, streamline design processes, and eradicate manual inefficiencies. With our market-ready MVP featuring intelligent software, we're empowering teams to identify design flaws proactively, reduce change orders, and enhance overall project efficiency.
Step into the future of the Construction industry with Drawer.AI - it's time to build better!

Role Overview:
We're currently seeking an experienced and motivated Senior Machine learning Engineer. You will play a key role in developing and deploying cutting-edge machine learning models within our ML Operations team. Join us to drive innovation for our groundbreaking AI solution tailored to the Construction sector!

Key Responsibilities:
- Conduct extensive research, prioritize and analyze possible approaches to solve the task;
- Develop mathematical heuristics in combination with machine learning approaches for objects identification, association and classification;
- Optimize algorithms for inference speed and convenience of enhancements;
- Write a server part for chosen approach (serving).

Requirements:
- 4+ years of experience in the sphere of CV (Computer Vision), mathematical optimization, or similar;
- Strong knowledge of theoretical concepts relevant to machine learning and deep learning;
- Experience with convolutional neural networks for object classification, object detection and segmentation;
- Experience with classical CV algorithms;
- Strong mathematical and statistical knowledge (graph theory, linear algebra, euclidean geometry);
- Experience with Tensorflow or Pytorch;
- Experience with Sklearn, Lightgbm/Xgboost, Scipy;
- Experience with writing custom algorithms and heuristics and combining them with machine learning approaches;
- Experience with serving models using REST API (fastAPI/Flask);
- Experience with AWS (S3).

Would be a plus:
- Experience with graph neural networks;
- Experience of retrieving information from PDF and SVG;
- Research articles in any sphere of AI;
- Certificates relevant to AI sphere;
- Participation in hackathons/kaggle compettions;
- Master’s/PhD degree in the sphere of computer science or similar.

Join our stellar team at Drawer.AI, where excellence meets opportunity! Experience the exceptional; enjoy a competitive salary and career advancement and the outstanding work environment we take pride in. Elevate your professional journey with us – because we believe in creating success together. Build a better future with us!

About Drawer.AI

Drawer.AI: A Revolutionary AI Solution for the AEC Industry. Discover a new era of design automation with Drawer.AI, a cutting-edge AI tool specifically designed for the Architecture, Engineering, and Construction sector. Our mission is to harness the power of artificial intelligence to streamline the design process and eliminate tedious manual tasks. Our market-ready MVP features an intelligent software that proactively identifies design flaws, helping you reduce costly change orders and maintain project efficiency. Step into the future of AEC with Drawer.AI - It's time to build better!

Company website:
drawer.ai

DOU company page:
https://jobs.dou.ua/companies/drawer-inc/