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Data Scientist - Computer Vision

Company: tab32
Location: Rocklin
Posted on: November 22, 2021

Job Description:

ABOUT tab32
At tab32, we provide a patient centered intuitive technology platform for patient engagement, practice management, radiology and insurance billings to redefine patient - provider experiences across the care continuum.

We are the leader in cloud-based dental software and explosive growth requires the addition of experienced professionals who are interested in a growth opportunity.

Headquartered in Sacramento Area - Reimaging the patient-first approach takes a unique and diverse team, all working together through commitment, collaboration, and creativity. Join the team that makes going to the dentist an easy with the digital workflows.

Overview
Data is at the core of all our initiatives. As a Computer Vision Data Scientist, you'll work with image data that originated from different modalities and will be doing research on the latest computer vision algorithms which enhance how our care providers can diagnose and provide critical and timely treatments to their patients. We strive to empower our providers to create a patient-centric environment where maintaining patients' healthy physical state and improving their health outcome are of the utmost importance. We are looking for outstanding data scientists with deep expertise in the intersection of computer vision (CV), healthcare longitudinal data sets and matching learning to research and develop algorithms and models in our imaging products and services.

5+ years of research experience with a successful track record of delivering quality results and/or academic publications in top CV or ML venues.
Expertise designing and training novel deep learning (DL) architectures for CV with a broad understanding of DL methods and literature.
Expertise in machine learning spanning supervised and unsupervised learning methods, and applying ML to real-world problems.
Experience with DL frameworks such as Kera, Tensorflow, or PyTorch.
Experience using Python for software development and expertise with SQL; Familiarity with software engineering practice.
Experience with data engineering and ETL is a plus. Experience using technologies like Spark, Hadoop, GCP's BigQuery is a plus.
Ample ML research experience, in academia or industry, in fields such as content understanding (computer vision). Experience with MLOps is a plus.
An understanding of data science challenges and workflows, and experience developing tools for data scientists. This could come from working on a Machine Learning, Data Science, or Experimentation platform team, working as a data scientist, or through other professional experiences. Exposure to A/B testing is a plus.
A history of ideating and participating in ambitious research projects inspired by real-world challenges.
Passion for building strong relationships with stakeholders and colleagues to tackle big, cross-functional problems to solve real-world problems.
Great communication and interpersonal skills, and experience building and maintaining strong, empathetic partnerships with data science or similar stakeholders.
Exceptional communication with technical and non-technical audiences.
Great judgment and instincts, gained from a breadth of experience, that allows you to identify and distinguish between nice-to-haves and essentials on a project, and to make good choices about trade-offs (e.g., between simplicity vs generality, exactness vs speed, when to focus on white-glove support vs enabling self service).

Compensation and Benefits
We value hard work and on-the-job-excellence and offer competitive compensation and benefits packages:
Generous time-off
Medical, Dental, Vision, Life are offered

Keywords: tab32, Rocklin , Data Scientist - Computer Vision, IT / Software / Systems , Rocklin, California

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