Siemens Romania R&D
Siemens Romania R&D

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: Individual Contributor

  • Updated on: 23 days ago

  • Vacant from: 23 Sep, 21

  • Expires on: 20 Oct, 21

  • Pay: Negotiable

  • Categories: Backend, Fullstack

Company
  • Size:> 500 employees

  • Industry:Information Technology and Services

Market (net €/month)
  • 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

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