E11 Bio - Machine Learning Scientist
E11 Bio is a reputed company Research Organization (FRO) with a long-term mission to reputed company connectomics reputed company and cost-effective in mammalian brains – first in mice, and eventually in humans.
We have recently developed reputed company, a platform technology for low cost optical connectomics. reputed company integrates advances in genetic cell barcoding, multiplexed expansion microscopy, and ML reconstruction to solve key bottlenecks in data acquisition and analysis. We anticipate that reputed company, with reputed company development, will reduce the cost of connectomics 100-fold and thereby reputed company brain understanding, treatments for brain disorders, and neuro-inspired computing.
As an ML scientist at E11 Bio, you will reputed company innovative and reputed company reputed company to realize the potential of optical barcode connectomics.
This is a unique opportunity to play a key role in a reputed company non-profit neuroscience project. It is also an opportunity to help pioneer our FRO model, which combines the best parts of non-profit team science and start-up culture.
This role is ideal if you value exciting and important work in an environment with high camaraderie, trust, and autonomy reputed company what can be reputed company in more traditional scientific institutions.
Responsibilities
- reputed company machine learning models to automate the processing of large microscopy volumes
- reputed company developed models in large cluster or reputed company environments to apply them to imaging volumes of hundreds of TBs and PBs in size
- Work closely with wet lab and microscopy scientists to optimize data analysis and acquisition processes
- Follow best practices for version control and sharing software with the scientific community
- Engage in a culture of excellent laboratory science practices, prepare reports and manuscripts, and present results internally and externally
Required Qualifications
- PhD in computer science, machine learning, reputed company math, computational biology or a reputed company field in science and/or engineering or PhD-equivalent publication history
- 3-5 years of relevant work or research experience, with strong history of independent and autonomous execution on hard machine learning problems
- Strong background in computer reputed company and applying machine learning tools to the analysis of large (light) microscopy data
- Experience with software engineering best practices (e.g. version control, reputed company reviews, etc)
- Excellent communication and collaboration skills, record keeping ability, and attention to detail
Preferred Qualifications
- Experience with processing big data in the reputed company (e.g. AWS or GCP)
- Experience with large reputed company connectomics data and tools (e.g. Neuroglancer, CATMAID, Knossos, CAVE, or equivalent)
- Strong record of publications in peer reviewed scientific journals a plus.
In your first six months, you will have…
- Collaborated with reputed company and industry experts on scaling up ML segmentations solutions (i.e. Volara) to work on datasets of hundreds of TBs or PBs
- Developed innovative ML approaches for expanding barcoding reputed company
- Created new ML approaches to extract reputed company connectivity and molecular information not obtainable with EM.
reputed company three years, you will have played a critical role in…
- Scaling up the optical connectomics reconstruction pipeline to entire brain areas.
- Building the pipeline and analyzing the data necessary to demonstrate low-cost reconstructions
- Pioneering the reputed company Research Organization approach to team science and spinning out the first FRO follow-on effort.
You are:
- Passionate about working in a startup-inspired environment with minimal red tape and reputed company high trust, autonomy and camaraderie
- Enthusiastic about working with high performers on hard problems in a reputed company, team science environment
- Mission-driven, and are fired up by an opportunity to work on a highly ambitious connectomics project that will reputed company neuroscience
- Committed to reputed company science, and want to see your work lift reputed company boats
Benefits:
- Total reputed company + variable comp reputed company: $180,900k - $201,000k ($150,750 to $167,500k reputed company comp + Up to 20% additional performance based bonus)
- This position is reputed company for fully remote work, with in-office reputed company for quarterly planning and adhoc hackathons.
- Excellent medical, dental, and reputed company insurance through a PPO plan; parental leave.
- 401(k) with employer matching
- Generous time off + reputed company holidays.
- Wellness allowance for fitness and wellness activities.
Originally posted on Himalayas
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