Siemens Romania R&D
Located in Brașov, Cluj-Napoca and București, Siemens R&D activity is represented in România by Siemens Advanta Development and Siemens Technology teams. Scientists, engineers and software developers support Siemens in fulfilling the demands of digitalization. We deliver product development services for hardware, software and engineering, in the field of energy, industry, e- mobility and smart infrastructure. Also, we are experts in IT services and solutions, where web, mobile and SAP based...
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R&D engineer for Natural Language Processing | Siemens Romania R&D
Job
Work place: Hybrid
Collaboration: Employment contract
Work time: Full Time
Seniority: Team member
Experience: internship
Updated on: 1 year ago
Vacant from: 23 Sep, 21
Expires on: 18 Jun, 23
Pay: Negotiable
Categories: Fullstack
Company
Size:> 500 employees
Industry:Information Technology and Services
Market (net €/month)
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Only Loginro members with a minimum completed profile that share their salary expectations for this position may access its industry median pay.
Role
• Performing research, development and evaluation of methodologies and systems for information extraction, text summarization, question answering, unstructured log file analysis, and other machine learning and NLP (including speech-based) tasks
• Creating scalable prototypes for NLP applications in the medical and customer service domains
• Generating technical reports and documentations to support productization of the prototypes
• Generating intellectual property and scientific manuscripts to showcase novel NLP applications in top-ranked journals/conferences
• Collaborating with senior R&D and Business stakeholders on integration of prototypes within current and new products
• Identifying and applying problem-solving skills in addressing scientific and business challenges of interest to the company
Requirements
• Demonstrates and applies a broad knowledge of machine learning, deep learning and NLP
• Demonstrates research experience working on NLP problems such as information extraction, text summarization, question answering, sentiment classification etc.
• Familiar with state-of-the-art NLP models for general sequence modeling tasks
• Proficient in deep learning frameworks such as Pytorch, TensorFlow, Keras, etc.
• Demonstrates strong hands-on experience in Python programming
• Familiar with fundamental concepts, practices, and principles of software development, version control, and scalable infrastructure/platforms
• Able to work well as individual contributor and within a multidisciplinary team
Needed Skills
Deep Learning
Machine Learning
Neuro-Linguistic Programming (NLP)
NLP
Available in
București
Brasov
Benefits included
Meal tickets
Medical subscription
Additional vacation days
Learning budget
Remote working (offsite)
Work from home
Flex time (07:00 - 19:00)
Stocks/shares
Office perks (ping-pong, juice, gaming spaces ie)
Gym & sport subscriptions
