Position: AI/ML for Malware Analysis
Company: Samsung R&D Institute Ukraine
Experience required: 3y
Category: Python
English level: intermediate
Published: 2021-06-01T00:00:00+03:00

Samsung is an amazing place to work with great people in an outstanding environment.
With us you will have an opportunity to be a part of innovation that makes a real difference in the lives of millions of people worldwide.
Samsung R&D Institute Ukraine (SRK) has been working in Kyiv since 2009.
We develop innovative solutions in Security, Artificial Intelligence, Augmented and Virtual Reality for the next generations of consumer electronics.
Currently we’re looking for **AI/ML for Malware Analysis**

**Job Description:**

Apply ML/DL techniques for analysis of malicious executables and office docs (PDF/Word/Excel/PPT):
•	ML/DL-based malware detection and classification
•	behavioral modeling to thwart malware anti-detection techniques
•	sentimental analysis, named entity recognition, ontology construction tasks

**Major Requirements:**

•	strong mathematics background, good understanding of classical and ML algorithms
•	3+ years of commercial experience in Machine Learning and Deep Learning
•	experience with Deep Learning frameworks (TensorFlow or PyTorch, or Keras)

**Optional Requirements:**

•	experience in an antivirus company, dealing with automation of malicious code analysis automation
•	hobby with assembler, reverse engineering, packers/obfuscators/crypters analysis or development
•	relevant academic background and research experience (mathematics, cyber security)
•	experience with making publications, patents, conference talks
•	ML/DL contests participation experience (ex.: Kaggle)
 
**We offer:**

•	Annual bonus
•	Official employment
•	Paid 28 days of annual vacations and sick leaves
•	Paid days off on Ukrainian official holidays
•	Paid maternity leaves
•	Opportunity to become an inventor of international patents with paid bonuses
•	Medical & life insurance for employees and their children
•	Convenient office location (Business Center 101 Tower)
•	Paid lunches
•	Discounts to Samsung products, gym, other services
•	English language courses
•	Regular education and self-development on internal courses and seminars, office library