AI / Machine Learning developer (full-time) (Quantivly)
Company: The Medical Image Computing and Computer Assisted
Location: Somerville
Posted on: March 16, 2023
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Job Description:
AI / Machine Learning developer (full-time) (Quantivly)
**Description**
Our goal at Quantivly is to empower Radiology to make data-driven
decisions.
Today, MRI scanners in the US are idle, not taking images more than
60% of the day, wasting $10B+ in potential revenues annually and
delaying patient care. Unfortunately, improving the process of
acquiring medical images is widely overlooked, largely because the
data needed to drive productivity is simply inaccessible.
Quantivly, a spin-off from Boston Children's Hospital, has
developed a platform that analyzes MRI images metadata on-the-fly
to unlock operational data and radically transform the way MRI
operation is managed.
We are looking for a AI developer who can help take our startup to
the next level. You will be the lead AI developer. You will be
expected to take end-to-end ownership of key ML/AI features on our
roadmap and execute to deliver solutions that revolutionize imaging
operations in radiology and delight customers.
We are passionate about making a difference in health care by
bringing data science tools to Radiology. This is your chance to
build your career at a company that is at the forefront of changing
its industry. We need brains, ambition, and passion to continue
driving this change - join Quantivly!
**Compensation**
Salary: $100-120k, Equity: 0.25%-1.0%
**Education**
Ph.D. in computer science or similar practical experience in an
industrial or research setting.
**Responsibilities**
-Assist with data collection efforts, de-identification and data
lake construction.
- Design, implement and evaluate machine learning and deep learning
solutions on 3-D/4-D image data and/or image metadata
- Conduct machine learning tests and experiments, understand
results to refine models and/or pre-processing to optimize
performance
- Deploy solutions for production on the Quantivly platform
- Publish and disseminate methods and findings
- Keep up-to-date with the latest advancements in ML/AI
**Required**
- 3+ years' experience designing, developing, and implementing ML /
AI algorithms
- Strong programming skills in python, including fundamental
software engineering principles and machine learning design
patterns.
- Experience with at least one Deep Learning framework such as
TensorFlow, PyTorch, or Keras, or ML framework such as
Scikit-learn
- Demonstrated understanding in AI/ML algorithms, learning models,
graphical models, overfitting, regularization, etc.
- Experience in building ML pipelines for processing large
datasets.
- Understanding of state-of-the-art approaches to computer
vision
- Refereed publications in premiere computer vision and/or
bioinformatics venues.
- Deep knowledge of math (linear algebra), probability, statistics
and algorithms
- Outstanding analytical and problem-solving skills
- Work well with in a fast moving, small team environment
**Who you are**
- You are highly motivated and have a passion for creating and
supporting great products.
- You're curious, love to learn and to dig into new technologies,
and can pick them up quickly
- You're a go-getter and seek ownership of projects with the
demonstrated ability to deliver results.
- You thrive on collaboration, working side by side with people of
all backgrounds and disciplines, and you have very strong verbal
and written communication skills.
- You are great at solving problems, debugging, troubleshooting,
designing, and implementing solutions to complex technical
issues.
- You strive to excel, innovate and take pride in your work
**Bonus qualifications**
- Experience in working with medical images
- Experience with the MONAI framework
- Knowledge of DICOM and HL7 standards
- Solid experience in Linux/Unix, shell scripting, git, docker.
- Knowledge of SQL. Experience with SQL server-side machine
learning (eg PL/Python)
- Knowledge of GANs and ML techniques for generating synthetic
data, NLP, ...
**Our tech stack**
- Python3, Java, C/C++, Docker
- Postgres 13, GraphQL, Flyway, Redis, Elasticsearch,
- Slurm, dcm4che, Websocket, WAMP/crossbar, ...
**Working locations & additional information**
- Somerville, MA (remote option)
- Must be authorized to work in the United States
- Travel: Infrequent
- Employment Status: Full-Time Employee with benefits (Medical,
Dental, Vision)
**Equal Opportunity/Affirmative Action Statement**
At Quantivly we celebrate difference. We are committed to ensuring
an environment of mutual respect for every employee and proud to be
an equal employment opportunity employer who does not discriminate
against any person because of race, color, creed, religion, gender,
gender identity, gender expression, national origin, citizenship,
age, sex, sexual orientation, pregnancy, marital status, ancestry,
physical or mental disability, military or veteran status, or any
other characteristic protected by law. We believe a diverse and
inclusive workplace is central to our success and actively seek to
recruit, develop and retain the most talented people from a diverse
pool of candidates.
Contact: jobs@quantivly.com
https://www.quantivly.com Title AI / Machine Learning developer
(full-time)
Keywords: The Medical Image Computing and Computer Assisted , Somerville , AI / Machine Learning developer (full-time) (Quantivly), IT / Software / Systems , Somerville, Massachusetts
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