- Research and implement the latest AI and ML technologies with a focus on our application
- Stay updated with advancements in AI and ultrasound imaging to propose innovative solutions
- Implement deep learning algorithms to analyze and interpret ultrasound signals, data and images
- Provide technical leadership and mentorship to junior AI engineers and team members
- Document your development process, model architectures and results and prepare reports on key metrics and project milestones.
- Validate models against clinical requirements to ensure efficacy and safety and support the verification and evaluation of our models
- Help with integrating the latest models into our ultrasound software
- Develop, implement, and improve scalable machine learning and computer vision pipelines (e.g. segmentation, classification, etc.) including respective quality metrics
- Support software requirements engineering and contribute to architectural development
- Support the development of ML-OPS procedures and automation of our machine learning pipelines
- Collaborate with quality assurance and quality management to ensure code quality and compliance of software development with relevant coding and regulatory standards
- Participate in testing sessions with the end users
- Degree in Computer Science, Physics, Engineering or related discipline, or 5 years of equivalent working experience
- At least 4 years of experience in development of machine learning solutions
- Strong logical and analytical skills combined with troubleshooting and problem-solving experience
- Excellent written and verbal communication skills in English
- Experience with agile development regarding processes, tools, and practices
- Must have: Python 3.x, TensorFlow, Pytorch, NumPy, Git
- Nice to have: JIRA, Google Cloud Platform, MongoDB, MLOps procedures and Tools (e.g., neptune-ai, MLflow), Docker, OpenVino, ONNX
- Working on a product that can affect the lives of over patients every year
- Versatile and challenging tasks with the aim of improving the standard of care in breast cancer surgery
- An innovative and international working environment with motivated and talented colleagues
- Close cooperation with management in an interdisciplinary team with flat hierarchies and short decision-making paths
- Structured and disciplined project management using Scrum methodology
- Flexible working hours and the option to work from home
- Appreciation and respect
- Structured and quick onboarding process
- An unlimited work-contract
- A fixed, attractive salary
- Familiarized yourself with our existing code base,ML pipeline and models
- Helped with improving our current model's accuracy
- Proposed and implemented first solutions to improve model performance
- Helped with fully automating our model pipeline and ML-OPs processes
- Contributed to the substantial improvement of the model's performance
- Contributed to the verification and validation of our first product before regulatory clearance
- Supported us with kicking-off a new and innovative ML project in the field of breast cancer therapy
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Senior AI Engineer for Medical Image Analysis - Berlin, Deutschland - AURA Health Technologies GmbH
Beschreibung
At AURA Health Technologies GmbH, we specialize in developing advanced ultrasound software that utilizes artificial intelligence. Our software provides significant diagnostic and therapeutic value in the management of breast cancer. Become part of our team with headquarters in Berlin. We are seeking a
Senior AI Engineer for Medical Image Analysis (m/f/d)
This is a fantastic opportunity for an experienced AI engineer to take a key role within our product development team and help us meaningfully change how medical ultrasound is used.
Your focus will be on the development of algorithms and ML-models that process and analyze ultrasound signals and images. You will also be involved throughout the entire product development process. This begins with conception and planning, continues with research and development of optimal models, and extends to integration and testing of the solution.
Tasks
Requirements
Benefits
Success Measures:
Within three months you will have:
Within six months you will have:
We are committed to providing equal opportunities and encourage individuals from underrepresented groups to apply, even if they do not meet every requirement listed. Does this role sound like it was made for you, yet you do not check every single box? Reach out anyway
At AURA Health Technologies GmbH, we specialize in developing advanced ultrasound software that utilizes artificial intelligence. Our software provides significant diagnostic and therapeutic value in the management of breast cancer.
Nutzer der Berufsbezeichnung Senior AI Engineer for Medical Image Analysis in Berlin
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Lars Weber
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Kumaraswamy Gadari
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Rashmi Dsouza
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Mahmoud Emarah
Data scientist
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Noureddin Shehab
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