Huawei
AI Research Engineer (Turkey)
Турция
от 8 000 $
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Requirements
- Design and build scalable ML models
- Deploy ML models to production at scale considering resource constraints
- Monitoring models to evaluate and improve
- Play an active role in suggesting, collecting, and preprocessing the data necessary to train the ML models and evaluate performance
- Consult with the other teams to determine the requirements and formalize the possible ML research directions
- Following the state-of-the-art NLP models in the literature
- Transforming new research ideas into publication at top conferences
Requirements
- Basic computer science and programming languages
- Understanding of data structures, data modelling, and software architecture
- Having expertise in object-oriented programming
- Ability to write reusable and easily-maintainable code using beautiful and proper design patterns,
- Ability to write robust and optimized code in Python
- Ability to use a code versioning system like Git/SVN
- Hands-on experience in Hadoop, HDFS, Spark, SparkNLP
- Machine/Deep Learning
- Solid understanding of Neural Network architectures
- Familiarity with modern machine / deep learning frameworks (such as Pytorch, Pytorch-Lightning, Tensorflow, Keras, Huggingface Transformers, LightGBM, XGBoost, Sklearn)
- Proven experience as a Machine Learning/AI Engineer or similar role
- Practical experience in deploying and optimizing ML models in production
- Experience in NLP tasks
- Academic
- PhD in Computer Engineering or related fields, include in the fields of Natural Language Processing, Information Retrieval, Machine Learning and Deep Learning
- MSc is also acceptable with at least 5 years work experience in NLP/ML/DL domains
- Solid knowledge and hands-on experience in one of the research fields mentioned above
- Essential non-technical requirements:
- Native Arabic or fluent in Arabic language (Highly recommended but not necessary)
- Fluent in English, both written and spoken
- Ability to work in a multi-disciplinary and multi-cultural team
We offer
- You will be a member of Turkey Petal Search AI team which:
- Applies research capabilities to large scale live search engine product
- Gains applied research experience everyday
- Improves end-user experiences for Petal Search engine
- Has experienced team members on NLP/DL/ML domains from top universities
- Offers a great opportunity to improve academic background with talks, seminars, training's etc.
- Has supportive, respectful, dynamic, and amusing team spirit
- Communicates overseas teams and collaborates regularly
- To directly respond to a job through Linkedin, you need a VPN
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