Lead/Senior ML Scientist for Computer Vision @ Insitro

Lead/Senior ML Scientist for Computer Vision

Microscopy

Posted on 1/4/2023

INACTIVE

Locations

San Bruno, CA, USA

Experience Level

Entry

Junior

Mid

Senior

Expert

Desired Skills

AWS

Computer Vision

CUDA

Google Cloud Platform

C/C++/C#

Keras

Pytorch

SQL

Tensorflow

Python

Requirements

Ph.D. in computer vision, machine learning, computer science or a related discipline, or equivalent practical experience (e.g., a Master's degree plus 2 years of relevant industry experience)
Effective in team-based software design and development
Demonstrated ability to use and develop cutting edge methods for analyzing imaging data
Extensive hands on experience working with microscopy data or similar biomedical or biophysical imaging modalities
Experience developing models for diverse computer vision tasks (e.g. segmentation, recognition, classification, domain adaptation) including using modern deep learning frameworks (PyTorch, TensorFlow, Keras, etc)
Strong programming skills in Python, including processing TB-scale image datasets
Ability to communicate effectively and collaborate with people of diverse backgrounds and job functions
Passion for making a difference in the world

Desired Qualifications

Demonstrated ability to write software in a team, industry experience or substantial involvement with open source projects
Experience modeling with video or imaging time-series datasets
Experience building infrastructure for image preprocessing
Experience with microscopy data acquisition
Some understanding of image formation models (Fourier optics)
Familiarity with cloud computing services (e.g., AWS or GCP)
Experience with database languages (e.g., SQL)
Publication record of meaningful contributions to high-quality work in relevant computer vision, clinical ML, or biomedical venues
Proficiency in C++/OpenCV/CUDA, or other compiled, statically-typed languages and related computer vision/graphics libraries

The Opportunity

Imaging based phenotyping of in-vitro biology is at the heart of insitro’s efforts to accelerate drug development. At insitro we use machine learning to derive clinically relevant insights from rich datasets generated in-house.

As a machine learning computer vision applied scientist with emphasis on microscopy you will develop ML methods to process and analyze images from multiple microscopy modalities. You will integrate our in-vitro imaging data to modalities like transcriptomics and human cohort data in order to extract insights about disease mechanisms. You will be part of a cross-functional team of life scientists, bioengineers and machine learning scientists that strive to identify therapeutic targets and develop drugs of high efficacy and low toxicity.

You will be joining a vibrant biotech startup that has long-term stability, due to significant funding, and is in a high growth phase. A lot can change in this early and exciting phase, providing many opportunities for significant impact. You will work closely with a very talented team, learn a broad range of skills, and help shape insitro’s culture, strategic direction, and outcomes. Join us, and help make a difference to patients!

About You

Ph.D. in computer vision, machine learning, computer science or a related discipline, or equivalent practical experience (e.g., a Master’s degree plus 2 years of relevant industry experience)
Effective in team-based software design and development
Demonstrated ability to use and develop cutting edge methods for analyzing imaging data
Extensive hands on experience working with microscopy data or similar biomedical or biophysical imaging modalities
Experience developing models for diverse computer vision tasks (e.g. segmentation, recognition, classification, domain adaptation) including using modern deep learning frameworks (PyTorch, TensorFlow, Keras, etc)
Strong programming skills in Python, including processing TB-scale image datasets
Ability to communicate effectively and collaborate with people of diverse backgrounds and job functions
Passion for making a difference in the world

Nice to Have

Demonstrated ability to write software in a team, industry experience or substantial involvement with open source projects.
Experience modeling with video or imaging time-series datasets
Experience building infrastructure for image preprocessing
Experience with microscopy data acquisition
Some understanding of image formation models (Fourier optics)
Familiarity with cloud computing services (e.g., AWS or GCP)
Experience with database languages (e.g., SQL)
Publication record of meaningful contributions to high-quality work in relevant computer vision, clinical ML, or biomedical venues
Proficiency in C++/OpenCV/CUDA, or other compiled, statically-typed languages and related computer vision/graphics libraries

Compensation & Benefits at insitro

Our target starting salary for successful US-based applicants for this role is $160,000 - $215,000. To determine starting pay, we consider multiple job-related factors including a candidate’s skills, education and experience, the level at which they are actually hired,market demand, business needs, and internal parity. We may also adjust this range in the future based on market data.

This role is eligible for participation in our Annual Performance Bonus Plan (based on company targets by role level and annual company performance) and our Equity Incentive Plan, subject to the terms of those plans and associated policies.

In addition, insitro also provides our employees:

401(k) plan with employer matching for contributions
Excellent medical, dental, and vision coverage (insitro pays 100% of premiums for employees), as well as mental health and well-being support
Open, flexible vacation policy
Paid parental leave
Quarterly budget for books and online courses for self-development
Support to occasionally attend professional conferences that are meaningful to your career growth and development
New hire stipend for home office setup
Monthly cell phone & internet stipend
Access to free onsite baristas and cafe with daily lunch and breakfast
Access to free onsite fitness center
Commuter benefits

About insitro

insitro is a data-driven drug discovery and development company using machine learning and data at scale to transform the way that drugs are discovered and developed for patients. insitro is developing predictive machine learning models to discover underlying biologic state based on human cohort data and in-house generated cellular data at scale. These predictive models can be brought to bear on key bottlenecks in pharmaceutical R&D to advance novel targets and patient biomarkers, design therapeutics, and inform clinical strategy. insitro is advancing a wholly owned and partnered pipeline of biologic insights and molecules in neuroscience and metabolic diseases. Since formation in mid 2018, insitro has raised over $700 million from top tech, biotech, and crossover investors and from collaborations with pharmaceutical partners. For more information on insitro, please visit the company’s website at www.insitro.com.

51-200 employees

Website

Data-driven drug discovery & development

Company Overview

Insitro’s mission is to use machine learning and data at scale to transform the way that drugs are discovered and developed for patients. The company is developing predictive machine learning models to discover underlying biologic state based on human cohort data and in-house generated cellular data at scale to advance novel targets and patient biomarkers, design therapeutics, and inform clinical strategy.

Benefits

Excellent medical, dental, and vision coverage
Excellent mental health and well-being support
Open vacation policy
Access to free onsite baristas & cafe with daily lunch and breakfast
Access to free onsite fitness center
Commuter benefits
Paid parental leave
Competitive pay and 401(k) matching
Flexible work schedule (on site and remote)