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

Full / Part time: Full-time

Client-provided location(s): Brașov, Romania
Job ID: SIemens-223330-en-us

Perks and Benefits

  • Health and Wellness
    • HSA
    • Health Insurance
    • Dental Insurance
    • Vision Insurance
  • Parental Benefits
    • Non-Birth Parent or Paternity Leave
    • Birth Parent or Maternity Leave
  • Work Flexibility
    • Flexible Work Hours
    • Remote Work Opportunities
  • Office Life and Perks
    • Commuter Benefits Program
  • Vacation and Time Off
    • Leave of Absence
    • Personal/Sick Days
    • Paid Holidays
    • Paid Vacation
    • Sabbatical
  • Financial and Retirement
    • Relocation Assistance
    • Performance Bonus
    • Company Equity
  • Professional Development
    • Promote From Within
    • Mentor Program
    • Shadowing Opportunities
    • Access to Online Courses
    • Lunch and Learns
    • Tuition Reimbursement
  • Diversity and Inclusion
    • Diversity, Equity, and Inclusion Program