Siemens

R&D Engineer For Natural Language Processing

3 weeks agoBraşov, Romania

The Image Fusion and Analytics R&D group is responsible for delivering state-of-the-art technology in the area of Medical Data, Imaging and Visualization.

We are looking for a person in the Artificial Intelligence team with expertise in Natural Language Processing (NLP), capable of accomplishing a wide variety of innovations.

This is your 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

What do I need to qualify for this program?
• 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

Optional:
• PhD in computer science or related discipline (or master's and currently in a PhD program)
• Provides track record of publications & presentations at top-tier conferences / competitions
• Demonstrates hands-on experience in C++

Want to join us?

We're excited to hear that you would like to join us here at Siemens. Our people love it here, and we want you to be a part of helping us make real, what matters.

We are looking forward to receiving your online application.

At Siemens we are always challenging ourselves to build a better future. We need the most innovative and diverse Digital Minds to develop tomorrow's reality. Find out more about the Digital world of Siemens here: www.siemens.com/careers/digitalminds

Organization: Advanta

Company: Siemens S.R.L.

Experience Level: Mid-level Professional

Job Type: Full-time

Job ID: SIemens-223330-en-us

Perks and Benefits

  • Financial And Retirement
    • company equity
    • performance bonus
    • relocation assistance
  • Health And Wellness
    • health insurance
    • dental insurance
    • vision insurance
    • HSA account
  • Office Life And Perks
    • flexible work hours
    • remote work opportunities
    • commuter benefits program
    • diversity and inclusion program
  • Professional Development
    • tuition reimbursement
    • mentor program
    • shadowing opportunities
    • access to online courses
    • promote from within
    • lunch and learns
  • Vacation And Time Off
    • leave of absence
    • paid vacation
    • paid holidays
    • personal/sick days
    • maternity leave
    • paternity leave
    • sabbatical

Company Videos

Hear directly from employees about what it's like to work at Siemens.