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Senior Software Engineer

Employer
Recursion
Location
Milpitas, California, United States
Start date
Aug 11, 2022

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Discipline
Engineering, Software Engineer
Required Education
Bachelors Degree
Position Type
Full time
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Job Details

Working here could change what you want from a job

If you made a list of all the things your perfect job would have, what would be on it? Would it include a mission that truly justified the word “mission?” Would it involve being part of one of the best scientific research and production labs in the world creating petabytes of insight-rich data? Would it be a place filled with smart people all trying to help you do the best work of your career? Would it have leadership that could see an almost science fiction-like future and was looking to you to get there?

Recursion is the clinical-stage biotechnology company industrializing drug discovery by decoding biology. Recursion leverages sophisticated machine-learning algorithms to distill from its dataset the Recursion Map, a collection of hundreds of billions of searchable inferences across biology and chemistry unconstrained by human bias.

Recursion has been purpose-built to do things that have quite literally never been done before. And while we have resources and an amazing lab, the secret sauce is our people. They are the ones who make big bets and deal in orders of magnitude instead of thinking incrementally, and the result is clear: Eight years ago, we were doing plate manufacturing by hand. Today, we are able to process and scan more than a million experiments every week. 

A given day at work has a wide standard of deviation. Every week, you’ll work hand-in-glove with our data and science teams, turning 1.8 million+ weekly automated experiments into a map of human biology. 

It is an audacious goal, but it isn’t a dream or science fiction. We’re already doing it.

The Impact You’ll Make

  • Build a platform for compound validation and biomarkers discovery. You'll work cross functionally with biologists and data scientists to create a self-service, automated and scalable data acquisition and management system which will support the extraction of pre-clinical insights.
  • Take ownership of a large chunk of a codebase spanning general data logistics to high-performance computations to internal microservices with APIs and UIs. You will develop, maintain, refactor and improve the existing on-prem, cloud-based processes and add new features to better serve the data processing needs of biologists, data scientists, and lab personnel. Demand for responsive services and high data volumes is constantly increasing, and you will improve the functionality, stability and self-healing features of our In-vivo platform.
  • Take machine learning models from a “proof of concept” state to production and build scalable data pipelines on AWS/GCP to process petabytes of data. You will be the owner, architect and maintainer of our ML inference pipelines that deliver metrics to our in-house scientists and outside collaborators.
  • Develop tools to speed up machine learning research. This will require understanding the workflow of a data scientist from model conception to production and building the right tools to speed up that process. Tools can be (but not limited to) model registries, automatic KPI trackers, easy model deployments and inference on large datasets while being mindful of our overall cloud computing bill.
  • Act as a mentor, coach, and sponsor. You will share your technical knowledge and experiences, resulting in an increase in learning, growth, and impact within and beyond the team.

The Team You'll Join

You will join the InVivomics team at Recursion, a group of nine great people consisting of data scientists, full-stack and systems engineers, DevOps and field engineers. We are focused on helping Recursion decode biology by building a compound validation and biomarkers discovery platform. You'll work with your teammates and across departments to agree on the most critical challenges and capabilities, then figure out how to get us there. You'll move through a stack of software spanning Linux, Python, tensorflow, pytorch, CUDA, docker, Kubernetes, Kafka, Kairos, microservices with HTTP API and UI. You will frequently Interact with Python libraries from cloud services provided such as AWS and GCP. You will look for and give feedback to make trade-offs as you get to the right solution with the right amount of effort.

The Experience You'll Need

  • You will need a solid understanding of computer science fundamentals with 7+ years of professional software development in Python. 
  • You have a strong experience in building and orchestrating large distributed systems on either AWS or GCP.
  • Ability to work in a fast paced environment where product requirements may change often. 
  • Adapt your workflow to include or improve your skills in writing unit tests for your code, logging, metrics collection, and monitoring.
  • A biology background is not necessary, but intellectual curiosity is a must!
  • Bonus:
    • Machine learning experience, especially taking ML models from proof of concept to production
    • Experience with ML inference engines related tools (triton servers, tensorRT, torchserve, Inferencia)
    • Experience with cluster management stacks like kubernetes.
    • Deep learning frameworks like PyTorch and Tensorflow. 

#LI-BW1
#LI-REMOTE

The Values That We Hope You Share:

  • We Care: We care about our drug candidates, our Recursionauts, their families, each other, our communities, the patients we aim to serve and their loved ones. We also care about our work.
  • We Learn: Learning from the diverse perspectives of our fellow Recursionauts, and from failure, is an essential part of how we make progress.
  • We Deliver: We are unapologetic that our expectations for delivery are extraordinarily high. There is urgency to our existence: we sprint at maximum engagement, making time and space to recover. 
  • Act Boldly with Integrity: No company changes the world or reinvents an industry without being bold. It must be balanced; not by timidity, but by doing the right thing even when no one is looking.
  • We are One Recursion: We operate with a 'company first, team second' mentality. Our success comes from working as one interdisciplinary team.

Recursion spends time and energy connecting every aspect of work to these values. They aren’t static, but regularly discussed and questioned because we make decisions rooted in those values in our day-to-day work. You can read more about our values and how we live them every day here.

Recursion requires all employees to be fully vaccinated for COVID-19 prior to their first date of employment.

More About Recursion 

Central to our mission is the Recursion Operating System, or Recursion OS, that combines an advanced infrastructure layer to generate what we believe is one of the world’s largest and fastest-growing proprietary biological and chemical datasets and the Recursion Map, a suite of custom software, algorithms, and machine learning tools that we use to explore foundational biology unconstrained by human bias and navigate to new biological insights which may accelerate our programs. We are a biotechnology company scaling more like a technology company. Recursion is proudly headquartered in Salt Lake City. 

Recursion is an Equal Opportunity Employer that values diversity and inclusion.  All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability, veteran status, or any other characteristic protected under applicable federal, state, local, or provincial human rights legislation. 

Company

Recursion is a clinical-stage biotechnology company decoding biology by integrating technological innovations across biology, chemistry, automation, data science and engineering to radically improve the lives of patients and industrialize drug discovery. Our team is working to solve some of the hardest, most meaningful problems facing human health today. Come join us in our mission to decode biology to radically improve lives, while doing the most impactful work of your life.

Find Us
Website
Phone
801-587-1629
Location
383 S. Colorow Drive
Salt Lake City
Utah
84108
United States
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