MVision was born out of a deep desire to harness AI in winning the war on cancer. We exist to optimize radiotherapy treatment that 60% of all cancer patients undergo.
Would you like to join our team?
Career
Open positions
What started as a small team of two software engineers, a medical physicist, and an AI research scientist in 2017 has grown into an elite team of 20+ dedicated professionals working together to revolutionize radiotherapy. Here are the positions currently open:
We are looking for a Computer Vision Engineer to join our stellar team on the quest to fight – and win – cancer with AI.
WHAT’S THE CHALLENGE YOU WOULD HELP US TO SOLVE AND HOW?
MVision was born out of a deep desire to harness AI in winning the war on cancer. We exist to optimize the radiotherapy treatment that 60% of all cancer patients undergo. As we continue to grow, our engineering team is in search of computer vision researchers. Would that be you?
The problems you would be working on:
- Image Registration (multi-modality)
- Image Segmentation
- Improve performance (reduce computation time, failure rate, etc)
- Make more efficient use of training samples, i.e. reduce annotation burden
- Speed-up (reduce time and/or number of clicks required) annotation of 3D medical images
- Interactive methods, which can intelligently adjust the boundary depending on user clicks/scribbles/etc.
- Using CRF/Graph-cuts/Random walker/etc. to snap contours to structure boundaries
- Image Translation: Generate synthetic scans to augment training data
- Radiotherapy Plan Generation
- Self-supervised learning
Your tasks would include:
- Preparing data pipelines
- Managing machine learning experiments
- Reproducing methods from the latest research papers and adapting them for our data/problems
- Analyzing the performance of machine learning models, identifying failures, and improving performance
Skills we are looking for:
- Strong background in any of the following fields:
- medical image analysis
- computer vision
- machine/deep learning
- computational microscopy
- data science and statistics
- radiomics, etc.
- Pytorch and/or Tensorflow
- Good publication record and/or past record of good performance on public challenges/datasets
- Motivation to push the current state-of-the-art, propose novel ideas, and implement them quickly
- Please provide a brief report of 1 or a few ML/CV projects that you are most proud of, including what tasks were your responsibility and how did you handle them. Sample codes would be great.
We are looking for someone with about 1-3 years of experience. However, years are not always the best measures of excellence – quite the contrary. So if you have a bit fewer kilometers behind you but a strong and curious engine for the road ahead, bring it on!
It is also seen as an advantage if you are familiar with any of the following:
- Past experience in the following research areas:
- Semantic and/or instance segmentation
- Image registration (multi-modality)
- Image translation (GANs) from unpaired images
- Unsupervised learning
- Working (including visualizing) with 3D data (preferably medical, e.g. CT/MR scans)
- Cloud: Azure, AWS, etc
- Familiarity with the DICOM standard
- Familiarity with radiotherapy and/or radiology
Other info:
- Apply as soon as possible – the position will be filled immediately when the right person is found
- Position: Permanent, fulltime
- Start: As soon as possible
- Location: HQ and team in Helsinki but you choose where you work
About MVision AI:
MVision AI is a pioneering, cloud-based software service provider for radiotherapy treatment planning. Our AI-powered automatic segmentation tool helps to standardize contouring and automate segmentation to streamline the radiotherapy treatment planning workflow. Our deep learning model produces consistent contouring in minutes while maintaining the highest standards of quality for every patient, every time.
We are looking for a Backend Engineer to join our stellar team on the quest to fight – and win – cancer with AI.
WHAT’S THE CHALLENGE YOU WOULD HELP US TO SOLVE AND HOW?
MVision was born out of a deep desire to harness AI in winning the war on cancer. We exist to optimize the radiotherapy treatment that 60% of all cancer patients undergo. As we continue to grow, our engineering team is in search of a new backend engineer. Would that be you?
Your tasks would include:
- Developing backend, for MVision’s web-based radiotherapy platform and AI products, written in python
- Developing interfaces for:
- work-flow management, i.e. assigning tasks to users and tracking their progress
- interacting with the annotation and image data
- Writing scripts to manage our
We are a small crew so you will also get to affect the team’s best practices.
Skills we are looking for:
- Python, e.g. Django, FastAPI, etc.
- Experience developing interactive data visualization applications
- Experience with UI and UX development
- Knowledge of cloud technologies (e.g., Azure, AWS, etc.)
- Fluent in English
- Sincere resonance to our cause
- Self-motivation and desire to excel
- That natural problem-solving attitude
We are looking for someone with about 1-3 years of experience. However, years are not always the best measures of excellence – quite the contrary. So if you have a bit fewer kilometers behind you but a strong and curious engine for the road ahead, bring it on!
It is also seen as an advantage if you are familiar with any of the following:
- Database technologies (e.g., SQL, CosmosDB, etc.)
- Linux, Bash scripting
- Machine learning and data pipeline
- DICOM
Make sure to mention the technologies you’ve used and maybe also where/how/when. You can be quite straightforward: the point of your application is to simply map out the technical competencies. We will get to know each other better after that.
Other info:
- Apply as soon as possible – the position will be filled immediately when the right person is found
- Position: Permanent, fulltime
- Start: As soon as possible
- Location: HQ and team in Helsinki but you choose where you work
About MVision AI:
MVision AI is a pioneering, cloud-based software service provider for radiotherapy treatment planning. Our AI-powered automatic segmentation tool helps to standardize contouring and automate segmentation to streamline the radiotherapy treatment planning workflow. Our deep learning model produces consistent contouring in minutes while maintaining the highest standards of quality for every patient, every time.
We are looking for a Full-stack Engineer to join our stellar team on the quest to fight – and win – cancer with AI.
WHAT’S THE CHALLENGE YOU WOULD HELP US TO SOLVE AND HOW?
MVision was born out of a deep desire to harness AI in winning the war on cancer. We exist to optimize the radiotherapy treatment that 60% of all cancer patients undergo. As we continue to grow, our engineering team is in search of a new full-stack engineer. Would that be you?
Your tasks would include:
- Developing MVision’s web-based radiotherapy platform written in React and WebGL
- Developing tools for contouring (drawing) structures (e.g. organs) and registration of 3D medical data (i.e., CT/MR scans)
- Developing interface for work-flow management, i.e. assigning tasks to users and tracking their progress
We are a small crew so you will also get to affect the team’s best practices.
Skills we are looking for:
- Experience in UI and UX
- JavaScript, TypeScript, React, NodeJS,
- Python, e.g. Django, FastAPI, etc.
- Knowledge of cloud technologies (e.g., Azure)
- Fluent in English
- Sincere resonance to our cause
- Self-motivation and desire to excel
- That natural problem-solving attitude
We are looking for someone with about 1-3 years of experience. However, years are not always the best measures of excellence – quite the contrary. So if you have a bit fewer kilometers behind you but a strong and curious engine for the road ahead, bring it on!
It is also seen as an advantage if you are familiar with any of the following:
- Computer Graphics Knowledge, e.g. WebGL
- Database technologies (e.g., SQL, CosmosDB)
- Linux, Bash scripting
- DICOM
Make sure to mention the technologies you’ve used and maybe also where/how/when. You can be quite straightforward: the point of your application is to simply map out the technical competencies. We will get to know each other better after that.
Other info:
- Apply as soon as possible – the position will be filled immediately when the right person is found
- Position: Permanent, fulltime
- Start: As soon as possible
- Location: HQ and team in Helsinki but you choose where you work
About MVision AI:
MVision AI is a pioneering, cloud-based software service provider for radiotherapy treatment planning. Our AI-powered automatic segmentation tool helps to standardize contouring and automate segmentation to streamline the radiotherapy treatment planning workflow. Our deep learning model produces consistent contouring in minutes while maintaining the highest standards of quality for every patient, every time.
We are looking for a Digital Marketing and Communication Specialist to join our stellar team.
MVision was born out of a deep desire to harness AI to fight cancer. We exist to optimize the radiotherapy treatment that 60% of all cancer patients undergo. As our software and services grow more complex, we want to make the deployments easier, faster, and more reliable.
Your tasks include:
- Design content marketing strategies optimized for attracting, educating, and retaining customers
- Create, publish and disseminate engaging content, write copy for the website, social media, e-mail, PowerPoint presentation newsletter, and other digital channels.
- Manage content through a full approval routing process and ensure only approved content is released to the market through various channels.
- Explore good content writers for producing articles and manage the quality and delivery of content.
- Build and maintain our community.
- Collect and interpret data and then use the findings to adjust plans for maximum effectiveness including, for instance, monitoring the leads of social media platforms and devising strategies to increase relevant traffic
What we expect:
- Experience in content writing, blogging, or digital marketing
- Proficient in English
- Excellent written communication skills
- Experience or study in the medical field is a plus
- Experience with Hubspot and knowledge of SEO is a plus
- Knowledge and experience using content management systems is a plus
- Basic knowledge of Adobe InDesign and Photoshop is a plus
- Experience in designing Powerpoint presentation
What we offer:
- Position: Permanent, full-time (part-time is possible), flexible work hours
- Start: As soon as possible
- Location: HQ in Helsinki, but you can choose to work from home.
- Other perks & benefits: a highly motivated and friendly team, regular events, and flexibility. Soon to come: own gym and sauna in the new office
- Salary: competitive
How To Apply
Please write a 500-1000 word article about AI or cancer care. Please submit the article, CV, and your cover letter to marketing@mvision.ai no later than the 15th of October 2022.
Don’t find a suitable position? Feel free to send us an open application with a CV to career@mvision.ai. If you’re looking for a tech position, please make sure to add also a link to your GitHub or other portfolios.