Technical Expert: Deep Learning & Collective Intelligence

3+ months agoBangalore, India

Technical Expert: Deep Learning & Collective Intelligence

We are central research and development unit, CorporateTechnology (CT) are a strategic partner to Siemens' operative units and provideimportant services along the entire value chain. Our support provided to thebusinesses in their R&D activities is ideally balanced with our owninnovation and research. We are actively helping to make people's lives alittle better every day. Would you like to be a part of that? Then join us. Weoffer you a high level of practical relevance as well as an opportunity toindividually contribute your knowledge and your visions around the world.

Our TechnologyField is Business Analytics and Monitoring (BAM) in Research in Digitalizationand Automation. Headquartered in Munich, we are a passionate community ofaround 220+ researchers, data scientists and architects distributed across theglobe. We strive to solve complex problems in various domains ranging fromManufacturing, Infrastructure, Energy, Mobility and Buildings to Smart citiesby applying methods and principles of data analytics and artificialintelligence. What part will you play?

Change the future with us!

  • Can you move beyond theoretical models and build innovative, practical and robust real-world solutions for Computer Vision based applications in smart mobility, intelligent infrastructure and autonomous systems?
  • Can you develop strategic concepts and engage in technical business development to address new markets with our business units, using video-analytics based technologies?
  • Do you find it exciting to dive deep into an ocean of data and solve challenges associated with transforming and enriching such large complex datasets?
  • Can you demonstrate outstanding ability to drive innovation and research in the form of patents and publishing papers at top-tier conferences/journals?
Use your skills to move the world forward
  • You have PhD/Master's degree in Computer Science and from a reputed institute with grass-root experience of at least 8 years in solving complex problems and driving actionable insights.
  • Hands-on experience with one or more of the following is a must:
  • Minimum 6 years of experience working on Image processing, Computer vision and Video Analytics problems with a clear understanding and ability to implement algorithms (especially deep learning algorithms)
  • Solid hands-on experience in training deep convolutional and/or recurrent networks using frameworks like Tensorflow, Caffe and PyTorch
  • Hands-on experience using OpenCV and OpenGL
  • Experience with datasets such as Visual Genome for applications in image description and question answering
  • Research, develop and prototype software technologies related to object detection, tracking, semantic segmentation, action recognition, 3D reconstruction, SLAM and photometric stereo
  • Optimization techniques and model compression for deployment on resource-constrained hardware/edge devices
  • Excited to collaborate with team members from idea generation, prototyping through production, present developed solutions and recommendations to business partners, and influence future technology roadmap and strategy of the portfolio
  • Have rich experience in understanding and influencing technology choices and building solutions to remove obstacles to adoption.
  • Closely follow latest developments in artificial intelligence and be an early adopter of disruptive trends/technologies
  • Extremely energetic and willing to walk the extra mile for achieving targets and be an active AI evangelist within and outside Siemens.

Makeyour mark in our exciting world at Siemens.

This role isbased in Bangalore. You'll also get to visit other locations in India andbeyond, so you'll need to go where this journey takes you. In return, you'llget the chance to work with teams impacting entire cities, countries - and theshape of things to come.

We're Siemens. A collection of over 379,000 minds building the future, one dayat a time in over 200 countries. We're dedicated to equality, and we encourageapplications that reflect the diversity of the communities we work in. AtSiemens we are always challenging ourselves to build a better future. We needthe most innovative and diverse Digital Minds to develop tomorrow's reality.

Find out moreabout the Digital world of Siemens here:

Organization: Technology

Company: Siemens Technology and Services Private Limited

Experience Level: Mid-level Professional

Job Type: Full-time

Job ID: SIemens-233381-en-us

Perks and Benefits

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