We are looking for an experienced Senior data Scientist to join our rapidly growing data science team, focusing on creating ML-driven prediction and anomaly detection models.
Main Responsibilities:
Conduct in-depth research on large and diverse automotive live streaming tabular datasets, preprocess the data, as well as extract and present key insights
Search and craft indicative features that will enhance the value of ML models
Explore, design and deploy cutting-edge ML models or algorithms solutions for prediction purposes and anomaly detection
Collaborate closely with domain experts and peers to research and implement models and algorithm flows that best fit requirements
Partner with our data engineering and development teams to devise innovative solutions for productization
Requirements: 6+ years of relevant industry experience in data science or Machine Learning.
Math / Electrical Engineering / Copmuter Science / Statistics degree
Demonstrated research expertise in the tech industry or published academic papers
Profound understanding and hands-on expertise in mathematics, statistics, machine/deep learning, and data mining.
Expertise in data science pipelines is essential, including data cleansing, feature engineering, and model tuning.
Strong coding and software engineering experience focusing on advanced proficiency in Python, especially in data science libraries such as Pandas, Polars, NumPy, SciPy, Scikit-learn, and others.
End-to-end experience in leading the development of AI/DS/ML products or features
Solid experience in deep learning, utilizing platforms such as TensorFlow, Keras, PyTorch, etc.
.המשרה מיועדת לנשים ולגברים כאחד
