DCG is a modern technology company, gathering in its ranks IT related professionals. Due to the continuous development and the large number of recruitment projects that we carry out for our Partners, we are looking for a person for the position:
Machine Learning Specialist
RESPONSIBILITIES:
- Collaborate to translate business challenges into machine learning project objectives
- Conduct exploratory analysis of raw data and engineered features to uncover underlying patterns and trends
- Prototype features and models, especially using networking traffic and property-graph inputs
- Design, develop, and deploy machine learning models, including classification, clustering, and recommendation systems
- Monitor and assess model performance, continuously improving accuracy and robustness
- Investigate the potential impact of new AI/ML techniques (such as GraphRAGs, Multimodal AI, and AI Agents) on our products
REQUIREMENTS:
- Proven experience with machine learning algorithms, statistical methods, and experimental design
- Proficiency in Python programming and familiarity with libraries such as TensorFlow, PyTorch, or scikit-learn
- Practical experience in deploying and maintaining ML models at an industrial scale
- Up-to-date with advancements in machine learning research and cutting-edge techniques
- Knowledge of IP-based network protocols and architectures is a must
- Knowledge of IP ports + protocols and traffic pattern used by different app stacks
- Experience in network QoS and traffic policy development, statistical analysis and netflow data modelling and cyber security solutions
- Experience with graph data science and property-graphs is advantageous
- Experience in a startup environment or a strong entrepreneurial mindset is a plus
OFFER:
- B2B contract
- Private medical care
- Co-financing for the sport card
- Constant support of dedicated consultant
- Team-building events organized by DCG
- Employee referral program
