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Senior Product Manager, Analytics
Confluent, IncBC, Canada18 days ago
Job type
- Full-time
Job description2+ years of experience in data engineering, software engineering, or machine learning. Experience in Python, SQL, PyTorch, Windows Programming, and edge-device SDKs. Understanding of cloud computing platforms and machine-learning development. Track record of building and shipping high-quality work and achieving high reliability. Experience with prototyping for a local real-time application. Demonstrated problem-solving skills and critical thinking. Strong communication skills and the ability to collaborate effectively across teams. Comfortable working in a dynamic environment Bachelor's or Master’s degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience. Background in chemical engineering and materials processing is a plus
We seek a skilled and experienced data engineer to build data pipelines for data-driven plastic recycling. A successful candidate will join our dynamic team to design and develop pipelines for data gathering and analytics in recycling. An ideal candidate will have a strong data engineering / infrastructure knowledge, experience in machine learning and a software background. Chemical and process engineering knowledge, familiarity with IOTs, transformer-based architectures are a plus.
Responsibilities :
- Build and maintain scalable data pipelines and processing using Python and SQL on local terminals and AWS. Enforce data hygiene to ensure accuracy.
- Improve upon existing analytical data processing pipelines and machine learning algorithms.
- Fine-tune and deploy transformer-based architectures to make process recommendations.
- Collaborate across teams to develop and integrate data solutions into recycling lines. Report and present the state of the data pipelines and gathering capabilities.
- Develop data acquisition pipelines for edge devices (e.g., sensors.) Ensure communication between edge devices and central systems using well-established protocols.
- Develop and debug software for Windows platforms using C++, C#, or scripting languages
Candidate Requirements :
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