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Serigor IncSenior C# Web Application Developer
Senior .Net/C# Developer for systems applications, developing and supporting REST API services and Web Applications. Must have extensive experience with .NET/C# and enterprise software development.
About the role
- Collaborating with multidisciplinary teams in the definition of new AI-Powered Engineering workflows for Product Optimization and Simulation (in terms of performance, manufacturability, controllability)
- Leading technical development of research and development projects on the combination of AI and engineering methodologies
- Developing and integrating software components for AI applications according to customer and technical requirements
- Checking availability and relevance of internal and external data sources
- Proposing, and leading new data collection activities
- Cleaning and validating data
- Working with AI Product Owners to define project technical goals and requirements, AI Engineers to define the project software architecture and maintenance/retraining strategy and SME's to adapt AI technology to the industry needs
Requirements
- Master or PhD in Computer Science, Machine Learning, Artificial Intelligence, or a related field
- Experience in defining the technical requirements and expectations of AI solutions for engineering applications
- Deep understanding of Machine Learning and AI algorithms for regression, classification and anomaly detection tasks applied to tabular data with uncertainty quantification and explainability requirements
- Proven experience of applying AI algorithms for dynamical data sources (time series) regression, clustering, anomaly detection and uncertainty quantification
- Experience in combining models with data from different sources and hybrid modelling approaches
- Experience in defining models for 3D/Graph data types
- Proven experience with optimization algorithms (e.g. gradient based, model based, non-parametric for parametric and non-parametric inputs) and active learning
- Experience with traditional control algorithms calibration, MPC and RL
- Software programming languages including Python, C++
Benefits
- Contemporary work-life balance policies and wellbeing activities
- Comprehensive private medical care options
- Safety net of life insurance and disability programs
- Tailored financial programs
- Additional elected or voluntary benefits
- Hybrid Working (flexible working patterns)
Job title
Job type
Experience level
Salary
Not specified
Degree requirement
Tech skills
Location requirements
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