Machine Learning Engineer (offline)

Example of models we are looking for:
https://github.com/yubo1993/GGNNSmartVulDetector

Responsibilities:
- Design Model(s) for static code analysis to identify security issue;
- Design and implement ML models and solutions;
- Develop machine learning pipelines and proof-of-concept prototypes for a variety of use cases;
- Monitor the performance of deployed ML models over time with the help of already developed metrics. Your own approach and tools are welcome in addition to the existing ones;
- Manage the whole machine learning lifecycle;
Identify any possible flaws in model serving pipeline(s), look for root causes, fix if possible, involve other engineers when needed
- Take full ownership of ML models, including collecting training data, deploying in production, and overseeing the quality and ongoing evaluation of models.
- Collaborate with other engineers to build tools for accelerating ML research internally.

Requirements:
- More than 3 years of experience as ML Engineer;
- Strong experience in static code analysis;
- Strong knowledge of ML theory and practice — pros & cons of different model types, validation, metrics, etc;
- MSc/BSc in Computer Science or Data Science or similar degree will be an advantage;
- Good verbal and written English communication skills (Intermediate level or higher).

We offer:
- Competitive salary corresponding to your level of knowledge, skills and experience;
- Work with interesting projects in blockchain technology;
- Comfortable office in the centre in the city;
- Strong and supportive team;
- Vacation & Paid time off;
- Team buildings and presents for birthdays;
- Learning, courses and conferences paid by the company;
- Fruits and snacks at the office.

About Admotion Technologies

Company website:
admotiontechnologies.com