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Senior 3D Machine Learning Scientist (m/w/d) Job Opening In Berlin – Now Hiring Align Technology


Job description

About this opportunity

To strengthen our exocad ML/AI team in Darmstadt we are looking for you as Senior 3D Machine Learning Scientist (m/w/d) Start date: 01.09.2024 or later We are seeking a talented and driven individual to join our team as a Senior 3D Machine Learning Scientist.

In this role, you will have the exciting opportunity to contribute to the advancement of our cutting-edge dental software solutions.

Your primary responsibility will be to improve existing 3D machine learning models by adapting and training them, making crucial decisions about data collection and labeling.

Additionally, you will play a vital role in designing novel machine learning algorithms to tackle real-world problems in the dental industry.

In this role, you will … Develop and improve machine learning models for 3D tooth shape generation.

This entails: - Building data pre- and post-processing pipelines - Adapting, implementing and training 3D geometric machine learning models Work on numerical optimization algorithms to complement the ML models Work closely with our dentists and dental technicians to build domain knowledge into the algorithms Optimize test-time ML pipelines for speed and memory usage Build processes to validate performance and robustness of the test-time ML pipelines In this role, you’ll need … a bachelor's degree in informatics or similar education A strong background in Computer Graphics / Computer Vision / Machine Learning 5+ years of experience in Python and the following libraries: - PyTorch - 3D geometry processing libraries such as trimesh, pymeshlab, open3d, libigl - Standard data processing libraries such as numpy, opencv, scikit, scipy Profound knowledge of CI/CD, DevOps, MLOps, Unit Tests Experience with 3D / geometric machine learning architectures Knowledge about the most common neural network architectures such as AE, VAE, MLP, CNN, transformer, GAN, diffusion model Knowledge about generative AI The ability to work on cutting-edge research projects, while having a product mindset Nice to have … Some dental knowledge Some experience with C++ Some experience with other ML frameworks, such as TensorFlow Some experience with parallel computing / code optimization Some experience developing mathematical optimization algorithms Some experience in cloud computing / deployment including AWS, Docker What we offer you … Exciting and varied activities in a dynamic and growth-oriented software company Positive working atmosphere that promotes both individual freedom and responsibility Strong team spirit and very good working atmosphere Modern offices and workstations, working with the latest technologies Flexible working hours Hybrid work, Monday and Friday home office is possible Training opportunities Company events Sports opportunities and work-life balance Free drinks, fruit and snacks / Canteen with own cook Good transport connections JobTicket/JobBike

Required Skill Profession

Computer Occupations


  • Job Details

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The Work Culture

An organization's rules and standards set how people should be treated in the office and how different situations should be handled. The work culture at Align Technology adheres to the cultural norms as outlined by Expertini.

The fundamental ethical values are:

1. Independence

2. Loyalty

3. Impartiapty

4. Integrity

5. Accountabipty

6. Respect for human rights

7. Obeying Germany laws and regulations

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The average salary range for a varies, but the pay scale is rated "Standard" in Berlin. Salary levels may vary depending on your industry, experience, and skills. It's essential to research and negotiate effectively. We advise reading the full job specification before proceeding with the application to understand the salary package.

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Key qualifications for Senior 3D Machine Learning Scientist (m/w/d) typically include Computer Occupations and a list of qualifications and expertise as mentioned in the job specification. The generic skills are mostly outlined by the . Be sure to check the specific job listing for detailed requirements and qualifications.

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Interview Tips for Senior 3D Machine Learning Scientist (m/w/d) Job Success

Align Technology interview tips for Senior 3D Machine Learning Scientist (m/w/d)

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Before the Interview:

Research: Learn about the Align Technology's mission, values, products, and the specific job requirements and get further information about

Other Openings

Practice: Prepare answers to common interview questions and rehearse using the STAR method (Situation, Task, Action, Result) to showcase your skills and experiences.

Dress Professionally: Choose attire appropriate for the company culture.

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During the Interview:

Be Punctual: Arrive on time to demonstrate professionalism and respect.

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Final Thought:

To prepare for your Senior 3D Machine Learning Scientist (m/w/d) interview at Align Technology, research the company, understand the job requirements, and practice common interview questions.

Highlight your leadership skills, achievements, and strategic thinking abilities. Be prepared to discuss your experience with HR, including your approach to meeting targets as a team player. Additionally, review the Align Technology's products or services and be prepared to discuss how you can contribute to their success.

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