Data Scientist
2 days ago
We are seeking a highly skilled Data Scientist to join our team for a critical project focused on predictive maintenance modeling and deployment.
Company OverviewE-Group ICT Software Zrt. is a rapidly expanding medium-sized high-tech software company operating in the artificial intelligence technology industry. We develop unique technology components that are unmatched worldwide, in collaboration with European and global partners.
Salary and BenefitsWe offer a competitive salary and a range of benefits to support your career growth and well-being.
Job DescriptionYou will play a key role in building robust models that integrate with our data infrastructure to deliver scalable, accurate, and timely predictions that help maintain the operational efficiency of our systems. Your responsibilities will include:
- Able to understand complex machine learning/AI use cases and translate it to system requirements.
- Design, develop, and implement machine learning models focused on predictive maintenance.
- Work on full-spectrum of activities, from conducting ML experiments to delivering production-ready models.
- Use data analysis, visualization, storytelling, and data technologies to scope, define and deliver AI-based data products.
- Work closely with software developers and data engineers to integrate models into the existing infrastructure.
- Ensure that models are scalable, efficient, and maintainable.
- Work closely with external partners and clients to deliver AI/ML solutions.
- Monitor model performance, refine models to improve accuracy and efficiency, and reduce false positives in predictive maintenance alerts.
- Collaborate with cross-functional teams to design and deploy test bed environments that simulate real-world conditions.
- Validate and fine-tune models in these environments before full-scale deployment.
- Maintain thorough documentation of models, data pipelines, and processes.
- Communicate findings and model performance to stakeholders through clear and actionable reports.
You will be working on a project in collaboration with a leading space agency focused on enhancing the maintenance of critical infrastructure using AI-assisted monitoring.
Required Skills and QualificationsThe ideal candidate will have a strong background in machine learning, data science, and data engineering, with specific experience in developing and deploying AI/ML models for predictive maintenance.
- Data science
- Machine learning
- Python
- SQL
- NoSQL
- Agile
- PyTorch
- GPU
- Predictive maintenance projects
- R
- Java
- Airflow
- AI pipeline
- LLM
In addition to technical skills, we value individuals who are passionate about innovation, teamwork, and continuous learning.
Why Join Us?We offer a dynamic work environment, collaborative team, and opportunities for professional growth and development.
Our team members enjoy a range of benefits, including:
- Competitive salary
- Professional development opportunities
- Support for personal trainings
- Diverse and challenging professional work
- Appreciation for individual contributions
- Technology support tailored to personal needs
- Lifelong health insurance
- Crisis life insurance
- Stable workplace
- Well-accustomed team
- Supportive and friendly colleagues
- Trained and helpful administrators
- Pleasant working environment
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