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AI Senior Research Engineer

72% Flex

Remote:

Remote First

Contract:

Full time

Experience:

Mid-level (2-5 years)

Work from:

Turkey

Offer summary

Qualifications:

MSc or PhD in Computer Engineering relevant to NLP, Information Retrieval, Machine Learning, and Deep Learning, Solid understanding of Neural Networks and experience in deploying ML models.

Key responsabilities:

Design and build scalable ML services
Deploy ML services at scale within resource constraints
Monitor models and suggest data preprocessing methods to enhance performance
Consult other teams to identify ML research paths and translate ideas into conference publications

Huawei Telekomünikasyon Dış Ticaret Ltd Telecommunication Services Large https://www.huawei.com/

10001 Employees

See more Huawei Telekomünikasyon Dış Ticaret Ltd offers

Job description

Your missions

Description

As Huawei Turkey R&D Center, we are now looking for Research Engineers to join our ranks.

We, as the AI Team of the Petal Search, are mainly working on search results improvement to increase end-user satisfaction. In order to improve search results, we are applying/customizing state-of-the-art approaches in the fields of Natural Language Processing, Information Retrieval, Machine Learning and Deep Learning. In our team, we are trying to allocate time for research and development as well as publishing papers in top conferences such as ACL, EMNLP, SIGIR, CIKM.

Key areas of responsibility will be:

Design and build scalable ML services,
Deploy ML services 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
Transforming new research ideas into publication at top conferences.

Requirements

Essential technical requirements:

A. Basic computer science and programming languages

Understanding of data structures, data modeling, 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

B. Machine Learning

Solid understanding of Neural Networks
Familiarity with modern machine learning frameworks.

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
MSc, or PhD in Computer Engineering, include in the fields of Natural Language Processing, Information Retrieval, Machine Learning and Deep Learning.
Solid knowledge and hands-on experience in one of the research fields mentioned above.

D. Working efficiency

Fully-easy working capability in version control systems such as Gitlab or Github,

E. Academic

Essential non-technical requirements:

Fluent in English, both written and spoken,
Ability to work in a multi-disciplinary and multi-cultural team.

Do you recognize yourself in the job profile? Then we look forward to receiving your application!

Required profile

Experience

Level of experience: Mid-level (2-5 years)

Industry :

Telecommunication Services

Spoken language(s):

English

Check out the description to know which languages are mandatory.

Hard Skills

Neural Networks Object Oriented Programming Natural Language Processing (NLP)Python Git

Soft Skills

Teamwork
Interpersonal Skills
Effective Collaboration

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