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Senior ML Developer

5-6 שנים |
משרה מלאה
| לפני 11 שעות
תיאור משרה

* Understand and identify opportunities for using ML given the data Fieldin collects and it’s business objectives.
* Collect and prepare the data for ML training. Format and shape the data to be suit the learning needs.
* Develop production ready code based on ML algorithms.
* Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probability
* Verifying data quality, and/or ensuring it via data cleaning and/or monitor, supervise and shape the data collection process.
* Defining the preprocessing or feature engineering to be done on a given dataset
* Defining data augmentation pipelines
* Analyzing the errors of the model and designing strategies to overcome them

דרישות התפקיד

* At least 6 years of experience
* Proficiency with a deep learning framework such as TensorFlow or Keras
* Familiarity and experience with image processing and classification - an advantage.
* Proficiency with Python and basic libraries for machine learning such as scikit-learn and pandas
* Expertise in visualizing and manipulating big datasets
* Familiarity with Linux
* Extensive data modeling and data architecture skills
* Programming experience in Python, R or Java
* Experience working in an Agile environment
* Excellent project and time management skills
* BSc/MSc in Computer Science or equivalent
* Good written and spoken English