UiPath Robotic Process Automation Developer creating automation solutions for customers' challenges. Driving innovation and collaboration in a role that enhances organizational goals and strategy.
About the role
- Giant Leap Trainee in Machine Learning Automation Development at Vaisala, working on real-life industry projects in hybrid role. Collaborate with experts and contribute to weather sensor technology development.
Responsibilities
- Productify and extend an existing proof-of-concept outage/exception classifier into a robust & extendable production service
- Refine a pipeline that ingests critical-state alerts from monitoring services, enriches them with xWeather data & internal telemetry, and outputs: likely root cause confounding factors (weather, network conditions, sensor patterns) recommended troubleshooting / recovery steps
- Develop and maintain a full-stack LAMP implementation supporting the ensemble service gestalt (API layer, backend, persistence, and UI/ops views as needed)
- Implement deterministic ML / rules + trend-based inference using historical time series and known failure modes
- Integrate results into operational workflows to support rapid triage and reduce context-switching for NOC operators (supporting “0-click tickets” style automation)
- Design for scale across networks such as lightning, WindCube lidar, weather radar, airports, and other observation systems
- Collaborate closely with NOC stakeholders to validate outputs, tune inference logic, and ensure the service improves real-world resolution time
Requirements
- Strong experience building full-stack LAMP services (Linux/Apache/MariaDB/MongoDB/Python)
- Solid Python REST microservice development experience; FastAPI / Flask
- Experience working with time series data (ingestion, normalization, trend detection, anomaly/exception patterns)
- Practical approach to “deterministic machine learning” / explainable inference (rules, heuristics, feature-based classification, or lightweight models where behavior is understandable and supportable)
- Ability to ship production software: testing, logging/observability, reliability, clear APIs, and attention to comprehensive documentation
- Comfort collaborating with operations teams and iterating quickly based on feedback from diverse sources.
Benefits
- health, dental, and vision insurance
- flexible spending accounts
- company paid life
- long and short term disability
- 401(K) plan with company match
- a variety of voluntary benefits programs
- fitness reimbursement
- Employee Assistance Programs
- tuition reimbursement
- holiday pay
- generous paid time off plan
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