Senior Full Stack Engineer developing scalable SaaS solutions for logistics at Aspire Software. Focusing on React, TypeScript, and Jakarta EE for end - to - end product development.
About the role
- Staff AI Engineer developing first AI Engineering Co-Pilot for Black Semiconductor's process and device engineering. Utilizing complex datasets to produce insights and predictive models for improved processes.
Responsibilities
- Define a pragmatic architecture (cloud-first with on-prem path) for data access, features/models, validation, and a conversational interface
- Build first prototypes on real IGP™ data: anomaly/drift detection, multivariate driver analysis, wafer/run clustering, "similar past excursion" retrieval
- Develop interpretable/physics-consistent models and surrogate "what-if" models to support early architectural choices and process trade-offs
- Create compact/behavioral models (electrical + electro-optical) that connect to simulation flows (including the Lumerical ecosystem)
- Deliver a retrieval-grounded co-pilot that cites evidence, proposes experiments with expected signatures, and captures outcomes into reusable "playbook cards"
- Define validation, uncertainty reporting, adoption metrics, and a 12–24-month roadmap (including follow-on roles like MLOps/modeling specialists)
Requirements
- MSc or PhD in Computer Science, Data Science, Physics, Electrical Engineering, Applied Mathematics, or a related field
- 7+ years of experience delivering ML/data science solutions with increasing technical ownership (architecting systems, leading complex projects)
- Strong software and scientific computing skills: Python, SQL; experience building robust pipelines and production-quality code
- Demonstrated experience working with complex experimental datasets (sensor/time-series data, multivariate measurements, curves/spectra, images/wafer maps) and extracting actionable insights
- Strong modeling fundamentals (statistics + ML) and experience taking models from prototype to usable tool
- Ability to work with domain experts, frame ambiguous problems, and communicate model behavior and limitations clearly.
Benefits
- Comprehensive benefits package with outstanding insurance, pension and virtual stock options for mental, physical, and financial health.
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