Machine Learning Engineer | Mid-Senior | Threat Intelligence
Our Threat Intelligence team is dedicated to providing accurate and timely information on potential threats to our products. Our team of skilled professionals from various fields, including Data Science, Malware Research, Development, and Privacy, are focused on achieving a common goal by utilizing feeds, heuristics, algorithms, and machine learning.
Main Responsibilities
- Design & implement machine learning models in production;
- Create infrastructure for data ingestion, cleaning, and transformation;
- Ensure scalability, reliability, and performance of deployed models & infrastructure;
- Work closely with cross-functional teams to integrate machine learning solutions into products and services;
- Document model development processes, experiments, and results for future reference and reproducibility.
Core Requirements
- Degree in Computer Science, Engineering, Mathematics, or a related field or equivalent work experience;
- 2+ years of experience working as Machine Learning Engineer;
- Proven experience in Data Engineering, Software Development, DevOps, Machine Learning or a related field;
- Strong understanding and proficiency in Python programming language;
- Proven track record of deploying machine learning models in production environments with containerization and orchestration using Docker, Kubernetes, MLflow, etc.;
- Experience with machine learning frameworks and libraries like TensorFlow, PyTorch, HuggingFace, etc.;
- Experience with AWS services - RDS, Lambda, EC2, S3, EMR, SageMaker, etc.;
- Experience with version control systems and CI/CD pipelines;
- Experience developing scalable APIs;
- Familiarity with big data technologies like Hadoop, Spark, etc.;
- Good understanding of Computer Science fundamentals (algorithms, data structures, distributed computing, operating systems);
- Understanding of Machine Learning fundamentals;
- Strong problem-solving skills and ability to analyze complex problems, troubleshoot issues, and develop practical solutions;
- Ability to communicate problems and solutions with people from different technical backgrounds;
- Attention to detail, and ability to work independently and collaboratively in a fast-paced environment;
- Excellent verbal and written communication skills in English.
Salary Range
- Gross Salary 17600 - 29900 PLN/Month.
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Threat Intelligence
Warsaw
Our values
Our values are rooted in the actions of our people. They describe how we solve problems, make decisions, and ultimately - reach our goals as a team.
Future shapers
Always hungry for the new big thing. Pushing the boundaries and finding innovative solutions.
Restless achievers
There’s no impossible - an obstacle is often an opportunity. We sometimes fail, but we learn quickly and find a way to reach our goals.
Self-movers
We care about what happens in our company and take care of things without being asked.