Data Scientist

6 months ago

Bengaluru, India Siemens Healthineers Full time

A unique opportunity to join the healthcare revolution
- Who we are
- Siemens Healthineers is a leading global medical technology company with over 66,000 dedicated colleagues in over 70 countries who are driven to shape the future of healthcare. Around 24,0000 patients per hour across the globe benefit every day from our innovative technologies and services in the areas of diagnostic and therapeutic imaging, laboratory diagnostics and molecular medicine, as well as digital health and enterprise services.
- At Siemens Healthineers, we believe that transformational changes will make it possible to turn today's challenges into opportunities. We want to empower healthcare providers to transform towards value-based care, ultimately leading towards personalized medicine. We bring it together - medical devices, healthcare professionals, and patients.
- Lead Engineer -Senior Data Scientist(changed)
- We are looking for a Data Scientist to drive the design and development of AI features for the Ultrasound product. In this role, you will be working in a global team setup and effectively engage with clinical experts, development teams, architects, and relevant stakeholders.
- Key expectations of the role(changed)
- Understanding and analyzing the requirements of the project
- Build, improve and evaluate machine learning solutions for various problems.
- Understand how the solutions would be integrated in the product and benefit the end user.
- Provide support towards prototyping of new feature ideas and analyzing technical feasibility.
- Support the team in realizing timely and quality solutions and provide technical mentoring to the team members.
- What are we looking for?
- Experience & Skill Set: (changed)
- BE / B.Tech /BSc/ MCA / ME / M.Tech/MSc from a reputed university.
- Preferably having around 2+ years of experience working in the global setup.
- Strong coding skills preferably in Python.
- Thorough understanding and experience in machine learning algorithms and deep learning architectures and techniques.
- Thorough understanding of computer vision techniques and image processing.
- Good understanding of Design principles and patterns, tools, and methods.
- Medical Imaging and Healthcare domain (Clinical Workflow) knowledge is preferred.

Capabilities:

- Established Leadership skills, self-driven, quality and result oriented, having strong attention to details.
- Good communication and influencing skills, self-motivated, quality and result oriented
- Strong analytical and problem-solving skills
- Conversant with typical software development processes / methodologies and exposure in working with multi-site global teams

Specific Skills we are looking for: (changed)
- Machine Learning Expertise:

- In depth understanding of math, stat and machine learning algorithms:

- o Deep learning methods of computer vision for image classification/object detection/segmentation tasks
- o Model development and evaluations
- o Knowledge of statistical inference and testing
- Knowledge of image processing
- o Image processing: filtering, compression algorithms, feature extractions, 3D-rendering

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