BioMind is an award-winning Artificial Intelligence (AI) company offering advanced technology solutions in healthcare industry. As the world’s first company to obtain both European CE mark and Singapore HSA medical device certification, we pride ourselves in empowering the healthcare community through deep technology. Driven by a large team of machine learning engineers, regulatory experts, and medical professionals from prestigious hospitals, we envision to scale healthcare expertise globally using AI. BioMind has also been crowned the Champion in both the Techblazer Award 2019 and 19th Asia Pacific ICT Alliance Award. These highest accolades both nationally and internationally for ICT innovation are strong endorsements of how our technology can deliver unprecedented benefits to people.
 

Job Description

You will be joining a team responsible for the AI (Artificial Intelligence) Engine development. Your role will be to implement solutions to harden the security of the AI Engine, conduct penetration tests on the AI Engine, meet security requirements for integration with clients, identify threats and loopholes in the system, automate security services/testing and reports, encryption and protection of Machine Learning models.

Skills and Qualifications:

• Degree in Computer Science, Computer/Electrical Engineering or equivalent
• Specialization in Cyber/IT Security (though coursework or experience)
• At least 2 years of experience in IT security
• Linux system administration
• Mac OS
• Linux (Centos, Redhat) hardening
• Penetration testing
• Bash, Python, or equivalent scripting languages

BioMind is an award-winning Artificial Intelligence (AI) company offering advanced technology solutions in healthcare industry. As the world’s first company to obtain both European CE mark and Singapore HSA medical device certification, we pride ourselves in empowering the healthcare community through deep technology. Driven by a large team of machine learning engineers, regulatory experts, and medical professionals from prestigious hospitals, we envision to scale healthcare expertise globally using AI. BioMind has also been crowned the Champion in both the Techblazer Award 2019 and 19th Asia Pacific ICT Alliance Award. These highest accolades both nationally and internationally for ICT innovation are strong endorsements of how our technology can deliver unprecedented benefits to people.
 

Job Description

You will be joining a team responsible for the AI (Artificial Intelligence) Engine development. Your role will be to:

• Develop new and faster algorithms
• Optimise and improve the speed of existing algorithms (e.g. Image pre-processing pipelines)
• Ensure algorithms perform within specified resource limitations (RAM, CPUs, GPUs, Time)
• Develop or improve existing Frameworks
• Explore/Implement new libraries or frameworks for algorithms optimisations

Previous Work Experience

At least 1 year of experience in one of the following Software Development / Algorithms Development / Machine Learning.

Requirements

• Degree in Computer Science, Computer / Electrical Engineering or equivalent
• At least 1 year of experience in one of the following Software Development / Algorithms Development / Machine Learning
• Proficient in Linux and basic Linux system commands
• Proficient in the following languages:

• Python
• C/C++
• Bash (basic)
• Proficient in the following Python libraries
• NumPy
• Scikit
• Opencv
• ctypes (Python C bindings)

• Proficient in the following frameworks/tools:

• Git
• Pytest

BioMind is an award-winning Artificial Intelligence (AI) company offering advanced technology solutions in healthcare industry. As the world’s first company to obtain both European CE mark and Singapore HSA medical device certification, we pride ourselves in empowering the healthcare community through deep technology. Driven by a large team of machine learning engineers, regulatory experts, and medical professionals from prestigious hospitals, we envision to scale healthcare expertise globally using AI. BioMind has also been crowned the Champion in both the Techblazer Award 2019 and 19th Asia Pacific ICT Alliance Award. These highest accolades both nationally and internationally for ICT innovation are strong endorsements of how our technology can deliver unprecedented benefits to people.

Responsibilities

Take your place as a product-focused Software Engineer in a B2B tech company poised as a driver of innovation in the world of healthcare. Work beside passionate and driven experts in the fields of healthcare and data science to construct secure high-end data analytics and Deep Learning products that will change the face of the healthcare industry.

As our Quality Assurance Lead, you will be part product team responsible for ensuring product compliance to international standards. You will contribute to the testing process and documentation of company processes. As part of our company culture, you will also have the opportunity to cross-learn and gain considerable skills and insights into the areas of entrepreneurship, software engineering, deep learning, data analytics techniques, healthcare,  and more.

• Lead a team of quality assurance engineers in ensuring usability and functionality of the product
• Create automated test scripts for functional, usability, compatibility, performance, stress and security testing
• Work in a dynamic deploy cycle to test software applications and new product features
• Create validation reports based on test results
• Work with the development team on testing requirements and implementation details
• Research, design and implement automated test procedures, review automation approach and guide other team members in their automation design
• Build creative test plans, employ useful technologies, meet deadlines and fulfill goals and requirements

Job Requirements

• Degree in Computer Science, Information Systems or the equivalent
• Extremely detail oriented and creative problem solver
• Proficiency in C++/python programming
• Knowledge of python/C++ testing frameworks
• Willingness to travel frequently

Preferred

• Experience working as a software developer
• Understanding of software development cycles, test methodologies, risk management
• Ability to read, write and speak in mandarin Chinese
• Soft Skills
• Leadership
• Ability to work under tight deadlines
• Willingness to excel
• Take-charge attitude and own your work
• Team work

BioMind is an award-winning Artificial Intelligence (AI) company offering advanced technology solutions in healthcare industry. As the world’s first company to obtain both European CE mark and Singapore HSA medical device certification, we pride ourselves in empowering the healthcare community through deep technology. Driven by a large team of machine learning engineers, regulatory experts, and medical professionals from prestigious hospitals, we envision to scale healthcare expertise globally using AI. BioMind has also been crowned the Champion in both the Techblazer Award 2019 and 19th Asia Pacific ICT Alliance Award. These highest accolades both nationally and internationally for ICT innovation are strong endorsements of how our technology can deliver unprecedented benefits to people.
 

Make a meaningful impact

Make a positive contribution to hospitals and patients through AI.

Learn and master

The opportunity to work with, learn from and share knowledge with uber- smart colleagues in a culture of collaboration and technical excellence. We groom our employees and make sure that they stay at the cutting edge of the technology stack.

Performance Incentives

Competitive pay with share award for top performers.

Progression Path

Well-defined tech career progression path.

Who Will Impress Us

A strong technical individual with a geeky background like Computer science, Physics, Mathematics who loves programming, solves tough problems, fascinated by Maths and Physics and has a burning desire to build machine learning models.

Machine learning background is not a requirement.

The Candidate

Our aim is to align you with the activities which truly interests you, stretches you technically and helps you grow and impact on billions of patients.

Some of the things you will learn:

• Innovate novel models that solve real world problems in the healthcare domains.
• The models can be forecasting, generative, discriminative, autoregressive, regressive and/or a combination of the above.
• Work on huge medical datasets from CT, MRI, PET-CT, SPECT-CT, Ultra-sound, X-Ray, Biopsy and many others that encompass over 50 medical disciplines.
• Collaborate with the best data scientists in the region, top medical practitioners from prestigious hospitals and top deep learning researchers and advisors from around the world including Harvard and MIT.
• Ample research and publication opportunities in the widely coveted arena where AI intersects healthcare.

Desired Education

Bachelors or Master’s in Engineering, Computer Science, Mathematics or Physics.

BioMind is an award-winning Artificial Intelligence (AI) company offering advanced technology solutions in healthcare industry. As the world’s first company to obtain both European CE mark and Singapore HSA medical device certification, we pride ourselves in empowering the healthcare community through deep technology. Driven by a large team of machine learning engineers, regulatory experts, and medical professionals from prestigious hospitals, we envision to scale healthcare expertise globally using AI. BioMind has also been
crowned the Champion in both the Techblazer Award 2019 and 19th Asia Pacific ICT Alliance Award. These highest accolades both nationally and internationally for ICT innovation are strong endorsements of how our technology can deliver unprecedented benefits to people.
 

What will I work on?

The candidate is a skilled engineer and will be building deep learning models for medical image diagnosis applications such as segmentation, localization and classification of abnormalities. The candidate will write high quality model with high performance and good memory management, together with state-of-the-art accuracies and embed into our proprietary software. 

Our aim is to align you with the activities which truly interest you; will stretch you technically; help you grow and impact on millions of patients.

Who we love to see

• Strong mathematical skills – good foundations of linear algebra, matrix, differential algebra, statistics
• Strong problem solving and engineering skills
• Strong Python, C++ or Java coder
• Good knowledge of Python tools such as TensorFlow, PyTorch, NumPy, Pandas, Sklearn, SciPy, Seaborn
• Proficient in building deep learning neural network models
• Published papers in top machine learning or computer vision conferences, ICML/NIPS/CVPR/ICCV

Education

• Bachelor / Master / PhD in Engineering or Computer Science or Mathematics or Physics

We can offer you

• Master, Teach, Learn – The opportunity to work with, learn from and share knowledge with ultra-smart colleagues in a culture of collaboration and technical excellence. We groom our employees and make sure that they stay at the cutting edge of the technology stack.
• Impact – Huge potential to make a positive contribution across our business, people and partners.
• Remuneration – Competitive pay with share award for top performers.

We are also willing to groom engineers and fresh graduates who don’t have a background in deep learning but are interested to learn. You will also have the opportunity to attend top machine learning conferences like NIPS and ICML.

BioMind is an award-winning Artificial Intelligence (AI) company offering advanced technology solutions in healthcare industry. As the world’s first company to obtain both European CE mark and Singapore HSA medical device certification, we pride ourselves in empowering the healthcare community through deep technology. Driven by a large team of machine learning engineers, regulatory experts, and medical professionals from prestigious hospitals, we envision to scale healthcare expertise globally using AI. BioMind has also been
crowned the Champion in both the Techblazer Award 2019 and 19th Asia Pacific ICT Alliance Award. These highest accolades both nationally and internationally for ICT innovation are strong endorsements of how our technology can deliver unprecedented benefits to people.
 

What are we looking for

A strong technical guy with a geeky background like Computer Science, Physics, Mathematics who loves programming, solves tough problems, fascinated by Math and Physics and wants to learn artificial intelligence and build deep learning models. Machine learning background is not a requirement.

The Candidate

Our aim is to align you with the activities which truly interest you; will stretch you technically; help you grow and impact on billions of patients.

Some of the things you will learn

• Computer Vision / Image Segmentation, Localisation, Classification
• Deep Learning Techniques, Research Techniques, Paper Writing
• Deep learning tools: TensorFlow, NumPy, Pandas, Sklearn, SciPy, Seaborn
• Building deep learning models, understanding the learning mechanisms
• Learning from professors from MIT, NUS, Tsinghua
• Interacting with top neurologists and doctors

Education

Bachelor / Master / PhD in Engineering or Computer Science or Mathematics or Physics.

We can offer you

• Master, Teach, Learn – The opportunity to work with, learn from and share knowledge with ultra-smart colleagues in a culture of collaboration and technical excellence. We groom our employees and make sure that they stay at the cutting edge of the technology stack.
• Impact – Huge potential to make a positive contribution across our business, people and partners
• Remuneration – Competitive pay with share award for top performers.

We are willing to groom engineers and fresh graduates who do not have a background in deep learning but are interested to learn. You will also have the opportunity to attend top machine learning conferences like NIPS and ICML.

What will I work on. The candidate is a skilled engineer and will be building deep learning models for medical image diagnosis applications such as segmentation, localization, and classification of abnormalities. The candidate will write high quality model with high performance and good memory management, together with state-of-the-art accuracies and embed into our proprietary software. Our aim is to align you with the activities which truly interest you; will stretch you technically; help you grow and impact on millions of patients. Who we love to see • Strong mathematical skills – good foundations of linear algebra, matrix, differential algebra, statistics • Strong problem solving and engineering skills • Strong Python, C++, or Java coder • Good knowledge of Python tools such as TensorFlow, PyTorch, NumPy, Pandas, Sklearn, SciPy, Seaborn • Proficient in building deep learning neural network models • Published papers in top machine learning or computer vision conferences, ICML/NIPS/CVPR/ICCV Education • Bachelor / Master / PhD in Engineering or Computer Science or Mathematics or Physics We can offer you • Master, Teach, Learn – The opportunity to work with, learn from and share knowledge with ultra-smart colleagues in a culture of collaboration and technical excellence. We groom our employees and make sure that they stay at the cutting edge of the technology stack. • Impact – Huge potential to make a positive contribution across our business, people, and partners. • Remuneration – Competitive pay with share award for top performers. We are also willing to groom engineers and fresh graduates who don’t have a background in deep learning but are interested to learn. You will also have the opportunity to attend top machine learning conferences like NIPS and ICML.