Data Scientist for Predictive Maintenance Modeling
4 days ago
We are E-Group ICT Software Zrt., a rapidly expanding medium-sized high-tech software company operating in the artificial intelligence technology industry. Based in Budapest, we develop unique technology components that are unmatched worldwide, in collaboration with European and global partners.
Job Description:
We are seeking a highly skilled and motivated Data Scientist to join our team for a critical project focused on predictive maintenance modeling and deployment. As a key member of our team, you will play a pivotal 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.
Responsibilities:
- Able to understand complex machine learning/AI use cases and translate them to system requirements
- Design, develop, and implement machine learning models focused on predictive maintenance
- Work on full-spectrum 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
Requirements:
- Data science
- Machine learning
- Python
- SQL
- NoSQL
- Agile
- PyTorch
- GPU
- Predictive maintenance projects
- R
- Java
- Airflow
- Ai pipeline
- LLM
Benefits:
- Competitive salary in a growing company developing unique, 'beyond state-of-the-art' products and technologies
- An opportunity to shape the future within a company where intelligent and passionate individuals work as a team
- A workplace that values individuality and a passion for technology
- Professional development, special support for personal trainings
- Responsibility, diverse and challenging professional work and appreciation
- Technology support tailored to personal needs, latest software tools
- Life and accident insurance
- Stable workplace
- A well-accustomed, professionally highly qualified team who have been working together for several years
- Supportive and friendly team-members
- Trained and helpful administrators
- Pleasant working environment, green, cosy, atmosphere in a modern office
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