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AI/ML Developer (Chemistry, Industry)
140 - 170 PLN/ godz.B2B (netto)
SeniorFull-time·B2B
#339978·Dodano 7 dni temu·4
Źródło: nofluffjobs.comTech Stack / Keywords
DegreePythonAITensorFlowPyTorchMachine learningComputer visionSCADAMESERPSAPStorageMLOpsCloudAWSAzure
Firma i stanowisko
Spyrosoft is a software engineering company established in 2016, specializing in technology solutions for industry 4.0, automotive, geospatial, healthcare & life sciences, employee experience & education, and financial services industries. The role focuses on designing, building, and deploying AI-driven solutions primarily within the Chemistry and Industrial sectors, emphasizing hands-on development, experimentation, and productionization of machine learning systems.
Wymagania
- Degree in Computer Science, Engineering, or a related technical field
- Proficiency in Polish and English (spoken and written)
- Strong programming skills in Python and experience with ML/AI frameworks such as TensorFlow, PyTorch, and scikit-learn
- Hands-on experience building and deploying machine learning models in production environments
- Solid understanding of machine learning techniques including Generative AI, Computer vision, classification, and regression
- Experience working with time-series data and industrial datasets
- Familiarity with industrial systems including SCADA, MES, ERP, SAP, and IoT
- Experience with data processing, storage, and pipeline development
- Knowledge of MLOps practices including CI/CD for ML, model monitoring, and versioning
- Ability to write clean, maintainable, and well-documented code
- Strong problem-solving skills and ability to work independently on technical challenges
- Willingness to work closely with business teams to shape and refine AI use cases
- Strong communication skills and ability to collaborate effectively with business stakeholders
Nice to have:
- Experience in Chemistry or industrial/manufacturing domains
- Familiarity with cloud platforms such as AWS, Azure, and GCP
- Experience with real-time data processing and streaming systems
- Understanding of production environments and operational metrics in factories
- Experience supporting or participating in pre-sales activities such as technical input to proposals and solution discussions
Obowiązki
- Design, develop, and deploy machine learning and AI solutions, including Generative AI, computer vision, and predictive models
- Build scalable data pipelines and integrate models into production environments
- Collaborate with data engineers and scientists to process and analyze large datasets, including industrial and time-series data
- Translate business requirements into technical implementations, focusing on robust and maintainable solutions
- Develop and optimize algorithms for real-world industrial use cases such as predictive maintenance, anomaly detection, and process optimization
- Work with industrial data sources such as SCADA, MES, ERP, SAP, and IoT systems
- Implement model monitoring, validation, and continuous improvement pipelines following MLOps practices
- Contribute to system architecture focusing on performance, scalability, and reliability
- Prototype and experiment with new AI approaches, rapidly iterating toward production-ready solutions
- Support integration of AI systems into existing client infrastructure and applications
Spyrosoft
113 aktywnych ofert