ایزورا | eSora

کامپیوتر، فناوری اطلاعات و اینترنت ۵۱ تا ۲۰۰ نفر esoralabs.com

فرصت‌های شغلی ۲

استخدام متخصص هوش مصنوعی

دسته‌بندی شغلی

تحقیق و توسعه
موقعیت مکانی

تهران ، تهران
نوع همکاری

تمام وقت
حداقل سابقه کار

سه تا شش سال
حقوق

توافقی

شرح موقعیت شغلی

What you’ll do

● Build and validate ML/AI models on semiconductor process, equipment, and manufacturing data.

● Work on yield optimization, process control (APC / SPC), fault detection and classification (FDC), and anomaly detection.

● Handle high-volume, high-dimensional sensor / trace and metrology data; build robust pipelines.

● Turn manufacturing problems into well-scoped modeling problems with the technical team.

● Design rigorous validation and monitoring for models running in an industrial setting.

● Partner with the semiconductor technical lead and engineering to move models toward production.

● Ensure traceability, reproducibility, and governance of models and data.

What we’re looking for

● Strong experience applying AI/ML to semiconductor or comparable industrial / manufacturing data.

● Hands-on with process control, manufacturing analytics, yield optimization, or fault / anomaly detection.

● Comfort with high-dimensional time-series / sensor / metrology data and its noise.

● Solid statistics and signal-processing fundamentals.

● Discipline around validation, reproducibility, and documentation.

Technical skill stack

The tools and technologies you should be strong in. We don’t expect every single item — depth in the core stack matters most.

● Programming: Python (expert) and SQL; MATLAB a plus; some C / C++ helpful

● ML & deep learning: scikit-learn, PyTorch, TensorFlow, XGBoost / LightGBM

● Data & statistics: pandas, NumPy, SciPy, statsmodels; multivariate analysis (PCA / PLS)

● Time-series & signal: signal processing, FFT / wavelets, anomaly detection; tsfresh, sktime

● Industrial statistics: SPC, design of experiments (DOE), capability analysis, Bayesian methods

● Semiconductor domain: FDC / APC / SPC, virtual metrology, run-to-run control, yield analysis

● Fab data systems: MES, SECS / GEM, and equipment / metrology / trace data

● Data platforms: Spark, Kafka; time-series stores (InfluxDB / TimescaleDB); PostgreSQL

● MLOps: MLflow, Docker; pipelines with Airflow or Prefect; model deployment

● Cloud & edge: AWS, GCP, or Azure; industrial / edge deployment a plus

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معرفی شرکت

eSora Labs is for builders, thinkers, designers, engineers, and domain experts who want to work across AI, software, design, healthcare, semiconductor, aerospace, and regulated technology.

مهارت‌های مورد نیاز

هوش مصنوعی Python Microsoft Office Machine learning Linux Git
جنسیت

مهم نیست
وضعیت نظام وظیفه

مهم‌ نیست
حداقل مدرک تحصیلی

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