
Machine Learning Research Engineer
3 days ago
Company Overview
Telpa A.Ş. is a leading technology company that develops innovative solutions for the app store market.
About Us
We are looking for a highly skilled Senior Machine Learning & Research Engineer to join our team in Turkey.
The Role
As a part of our research team, you will work closely with talented researchers and developers at every level to improve our search and recommendation solutions within AppGallery.
Main Responsibilities
- Design, develop, and optimize retrieval models (RMs) for efficient and accurate search functionality in app store domain
- Implement NLP techniques and train, evaluate (offline & online), optimize deep learning models to enhance semantic search capabilities
- Design, build and deploy scalable ML services on Huawei's MLOps platform to address business requirements
- Collaborate with cross-functional teams to analyze complex data requirements and design innovative software solutions
- Conduct code reviews to ensure high-quality, maintainable, and efficient code following industry best practices
- Mentor and guide junior engineers in the areas of search, information retrieval, deep learning, and NLP
- Stay updated with the latest advancements in search, information retrieval, deep learning, and NLP, and integrate them into our products and services
What We're Looking For
- Minimum MS degree or PhD degree with focus on NLP, IR, and DL, preferably in computer science & engineering or related fields
- Minimum 3 years of experience preferably in industry
- Strong Python programming skills with proven experience crafting, prototyping, and delivering machine learning solutions into production
- Experience with popular deep learning frameworks (TensorFlow, PyTorch) and NLP libraries
- Publication records in journals or conferences related with NLP especially in the areas of vector search, dense retrieval, semantic search
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