דרושים Lead Ai Algorithm Developer ב-Ge Healthcare ב-Israel, Haifa

Responsibilities:

• Develop AI/ML algorithms and tools for analysis and interpretation of ultrasound image data
• Translation of product and clinical needs to feasible algorithms
• Definition of data requirements for training and evaluation of AI tools
• Coordination with other cross-functional teams on requirements, integration and testing
• Delivery of internal and regulatory documentation

Requirements:

• M.Sc. or Ph.D. in Electrical Engineering, Computer Science, Biomedical Engineering or Mathematics from a leading university or equivalent work experience.
• Proven hands-on 4+ years experience in development and implementation Image Processing/ Computer Vision algorithms (such as image segmentation, detection and classification)
• 4+ years of hands-on experience developing Machine Learning/ Deep Learning algorithms using PyTorch/TensorFlow/Keras
• Demonstrated ability to write Python and C++ code towards building robust, efficient, scaled-up software systems
• Experience with medical imaging and application on mobile platform would be a strong advantage

Desired qualities

• Demonstrated problem-solving and leadership skills
• Self-starter and willingness to learn
• Good communication skills
• Good system level understanding

Inclusion and Diversity

Our total rewards are designed to unlock your ambition by giving you the boost and flexibility you need to turn your ideas into world-changing realities. Our salary and benefits are everything you’d expect from an organization with global strength and scale, and you’ll be surrounded by career opportunities in a culture that fosters care, collaboration and support.

Key responsibilities include:

• Responsible for compliance across Ultrasound business – Design Controls
• Strategic partner with supporting functions – Sourcing, Supplier Quality, and Service
• Providing leadership and facilitates problem resolution, and mentoring of team members, including accountable to ensure, follow up, and/or implement corrective actions that are raised by deviations, internal audit, or regulatory inspection.
• Creates a Quality culture by driving compliance activities for the Haifa PoC Ultrasound business. This includes being responsible for the total quality management system for the business and driving Quality metrics, including engaging strong intradepartmental and cross-functional/organizational relationships to drive Quality System Requirements (QSRs)
• Drives execution for all key quality system metrics; Owns Quality Compliance Scorecard and facilitates appropriate operating mechanisms to ensure quality objectives are met.
• Leads efforts regarding continuous improvements projects across Ultrasound Business

1. Bachelor's Degree in a scientific discipline and a minimum of 5 years working experience in the medical device industry and/or regulated industry.
2. Ability to communicate effectively in English (both written and oral).
3. Demonstrated experience and proficiency with MS Office word processing, spreadsheet, presentation, and database applications.
4. Demonstrated understanding or aptitude to understand Medical Device QMS requirements and regulatory requirements including but not limited to FDA CFR 21 820 and ISO 13485.

Preferred Qualifications:
1. Demonstrated ability to develop & lead process implementation
2. Experience with all of the following:
 Design controls, design verification and validation activities, SDLC, Design Transfer, Design changes
 CAPA, complaints and risk management
 Root Cause Analysis tools
 Production and process controls
3. Experience conducting internal audits
4. Lean Certification is a plus
5. Demonstrated effective interpersonal and networking skills
6. Prior experience using word processing, spreadsheet, and presentation software
7. Demonstrated ability to successfully comprehend & carry out/execute actions
8. Effective oral and written communication skills
9. Analytical & problem-solving skills/root-cause analysis
10. Conflict-resolution skills
11. Ability to prioritize and drive multiple programs
12. Integrity: Accepting and adhering to high ethical, moral, and personal values in decisions, communications, actions, and when dealing with others
13. Accepting constructive criticism and dealing calmly and effectively with high-stress situations. This includes continuing to persevere and remaining calm in challenging or frustrating circumstances
14. Energizing others by building a connection with the team through personal involvement and trust and providing feedback and coaching to help develop others
15. Simplifying strategy into specific actions with clear accountability, making decisions with speed and accuracy based on best available information, and communicating priorities clearly and concisely

Our total rewards are designed to unlock your ambition by giving you the boost and flexibility you need to turn your ideas into world-changing realities. Our salary and benefits are everything you’d expect from an organization with global strength and scale, and you’ll be surrounded by career opportunities in a culture that fosters care, collaboration and support.

Responsibilities:

• Develop and integrate AI and image processing algorithms and tools for analysis and interpretation of ultrasound image data
• Define/Build the infrastructure for algorithm development and integration
• Coordinate with other cross-functional teams on requirements, integration and testing

Requirements:

• B.Sc or M.Sc. in Electrical Engineering, Computer Science, Biomedical Engineering or Mathematics from a leading university or equivalent work experience.
• Proven hands-on 4+ years experience with C++ writing complex applications and software Design, Object Oriented Programming and Client/Server architecture
• Experience and background in Computer Vision/ Machine Learning/ Deep Learning algorithms with PyTorch/TensorFlow/Keras
• Experience in development and implementation\integration of algorithms
• Demonstrated ability to write C++ and Python code towards building robust, efficient, scaled-up software systems
• Hands-on experience developing Qt applications would be a strong advantage
• Experience with medical imaging and application on mobile platform would be a strong advantage

Desired qualities

• Demonstrated problem-solving and leadership skills
• Self-starter and willingness to learn
• Good communication skills
• Good system level understanding

Inclusion and Diversity

Our total rewards are designed to unlock your ambition by giving you the boost and flexibility you need to turn your ideas into world-changing realities. Our salary and benefits are everything you’d expect from an organization with global strength and scale, and you’ll be surrounded by career opportunities in a culture that fosters care, collaboration and support.

Responsibilities:

Lead the definition, development, and maintenance of database solutions

Establish data engineering best practices and standards

Drive support and optimization of data processes and automations

Support and optimizeand automations
Data preparation and analysis for regulatory submissions

Must:
5+ years of hands-on experience in data management and curation with Python, Excel

Excellent organizational, interpersonal, and leadership skills

In-depth knowledge of SQL and query optimizations

Experience working with file formats such as JSON, CSV, Parquet, FHIR, DICOM

Experience with Dataframe-based libraries (Pandas, Polars, PySpark)

Experience with writing and overseeing unit, component, integration, and end-to-end tests

Strong communication skillsAdvantage:

Leadership experience - strong advantage

Hands-on experience with cloud providers (Such as AWS/GCP/Azure)

Working with technologies such as AWS Lambda, S3, Athena, API Gateway, DynamoDB

Working with orchestrators such as AWS Step Functions, Event Bridge, SQS/SNS, Kinesis or Kafka

Knowledge of Docker, CI/CD processes, and infrastructure as code tools (e.g. AWS CloudFormation, Terraform, CDK)

Background in medicine / medical industry and experience with standard medical terminologies such as UMLS

Our total rewards are designed to unlock your ambition by giving you the boost and flexibility you need to turn your ideas into world-changing realities. Our salary and benefits are everything you’d expect from an organization with global strength and scale, and you’ll be surrounded by career opportunities in a culture that fosters care, collaboration and support.

Lead Point of Care ultrasound systems engineering activities:

- Manage product systems requirements & specifications

- Drives validation and verification activities for the overall product/system, including system level testing.

- Lead Product Risk Management, Field Investigations and CAPA actions

- Lead Mechanical/Hardware modules development working with external suppliers

- Lead Engineering Change Process

Required Qualifications

Bachelor's degree in biomedical/mechanical/electrical engineering

Master's degree in system engineering - advantage

Experience in system engineering - 5 years at least

Desired Characteristics

- Strong oral and written communication skills

- Demonstrated ability to analyze and resolve problems

- Ability to document, plan and execute programs

- Established project management skills

Our total rewards are designed to unlock your ambition by giving you the boost and flexibility you need to turn your ideas into world-changing realities. Our salary and benefits are everything you’d expect from an organization with global strength and scale, and you’ll be surrounded by career opportunities in a culture that fosters care, collaboration and support.

Responsibilities:

• Leading advanced AI projects including scoping, requirements definition, strategic decisions, and timelines. Collaboration with cross-functional teams, guiding algorithmic tasks, and fostering technical discussions.
• Developing and implementing machine learning and computer vision clinically focused algorithms, from understanding the clinical needs, through research and development of novel technologies to integration into product environment.
• Participation in leading feature development activities including defining workflows and user interface requirements, leading technical design review and support conducting verification plans and FDA submission.
• Advance the research agenda of the team you work on, while also collaborating with peers across the organization.

Requirements:

• Demonstrated problem-solving and leadership skills.
• M.Sc. or Ph.D. in Electrical Engineering, Computer Science, Biomedical Engineering or Mathematics from a leading university or equivalent work experience.
• Proven hands-on 5+ years experience in computer vision AI development for industrial applications.
• Demonstrated ability to write Python and C++ code towards building robust, efficient, scaled-up software systems.
• Experience with medical imaging and application on mobile platform would be a strong advantage

Desired qualities

• Self-starter and willingness to learn
• Good communication skills
• Good system level understanding

Inclusion and Diversity

Our total rewards are designed to unlock your ambition by giving you the boost and flexibility you need to turn your ideas into world-changing realities. Our salary and benefits are everything you’d expect from an organization with global strength and scale, and you’ll be surrounded by career opportunities in a culture that fosters care, collaboration and support.

Responsibilities:

• Develop AI/ML algorithms and tools for analysis and interpretation of ultrasound image data
• Translation of product and clinical needs to feasible algorithms
• Definition of data requirements for training and evaluation of AI tools
• Coordination with other cross-functional teams on requirements, integration and testing
• Delivery of internal and regulatory documentation

Requirements:

• M.Sc. or Ph.D. in Electrical Engineering, Computer Science, Biomedical Engineering or Mathematics from a leading university or equivalent work experience.
• Proven hands-on 4+ years experience in development and implementation Image Processing/ Computer Vision algorithms (such as image segmentation, detection and classification)
• 4+ years of hands-on experience developing Machine Learning/ Deep Learning algorithms using PyTorch/TensorFlow/Keras
• Demonstrated ability to write Python and C++ code towards building robust, efficient, scaled-up software systems
• Experience with medical imaging and application on mobile platform would be a strong advantage

Desired qualities

• Demonstrated problem-solving and leadership skills
• Self-starter and willingness to learn
• Good communication skills
• Good system level understanding

Inclusion and Diversity

Our total rewards are designed to unlock your ambition by giving you the boost and flexibility you need to turn your ideas into world-changing realities. Our salary and benefits are everything you’d expect from an organization with global strength and scale, and you’ll be surrounded by career opportunities in a culture that fosters care, collaboration and support.