استخدام Senior Data Scientist
شرح موقعیت شغلی
وظایف اصلی (Key Responsibilities)
· Product design and solution generation for the next generation operational support systems
· Breaking down complex problems into approachable stages and bringing concepts to production
· Identifying problems in Telecom that can benefit from the latest advancements in ML
· Delving into the artificial intelligence methods and developing and/or applying statistical modeling techniques; In particular, deep learning, reinforcement learning, optimization, and other classical ML techniques
· Collaborate with Product, Engineering, and Design teams to build data analytic solutions
· Monitor, refine, optimize and improve the quality of ML solutions
· Designing and developing machine learning and statistics functions written in Python
· Object-oriented design and implementation
توانایی و مهارتها (Knowledge and Skills)
· Experience in product design with an emphasis on translating real-life problems into a concrete model development strategy
· You are proficient at scientific python, and a common DL framework (PyTorch, TensorFlow, Keras).
· Excellent understanding and experience on machine learning techniques and algorithms, such as Deep learning, RNN, reinforcement learning, CNN, probabilistic modeling, classical machine learning methods
· Experience working on Natural Language Processing (NLP, nltk, hazm)
· Having at least one experience in deployment of AI solutions in product using flask or Django frame works.
· Experience working with tabular datasets, data preprocessing and exploratory data analysis
· Experience working on big data analytics framework such as pyspark, spark MLlib, MapReduce.
· Familiarity with Cloud-based environments and Git
· Experience working with Kafka data streaming is a plus
· Knowledge of graph analysis is a plus
· Writing and speaking English
میزان تحصیلات | PhD or master of science in Computer Science, Electrical Engineering, Machine Learning, or related fields
مهارتهای مورد نیاز
- Data Scientist
- Framework
- Python
- tensorflow
حداقل سابقه کار
- سه تا شش سال
حقوق
- حقوق از ۸,۰۰۰,۰۰۰ تومان
جنسیت
- مهم نیست
وضعیت نظام وظیفه
- مهم نیست