Smart? Have Grit? Valleysteer Needs YOU!
Valleysteer is a healthcare startup that provides technology enabled services. We help doctors and insurance companies lower costs and improve patient outcomes through better coordination and reduced waste.
We’re building a small, remote-first, competent technology team to create and maintain applications and data pipelines. We build machine learning based processes and tools that enable our staff to find outcome-changing needles in the large healthcare forms and charts haystack.
We need the skills listed below. We are a small team, so be prepared to take on new challenges and wear multiple hats as necessary. We are looking for smart people who learn quickly and have determination. We want engineers who value autonomy and pragmatism. If you think you can help, please submit your resume or questions to tech-jobs@valleysteer.com
Our current top need is for a frontend focused developer, but we are always hiring +EV staff.
Web Frontend / Full Stack Software Developer
We have built several browser based applications and tools for use by our staff. These tools enable our staff to coordinate work among each other and our customers, utilize ML models to automate portions of the workflow, and review and refine outputs. The current tech stack for these team facing apps is React/Typescript on the front end and Django/Python for the web server.
This role involves developing, testing, deploying, and maintaining our applications and tools. We have three main workflows and a set of tools for each. We are currently refactoring and consolidating these three workflows to simplify both our operations and software. You will work with the product team to communicate technical constraints and negotiate tradeoffs.
Ultimately, we need someone who can step in and own the front end concerns for our applications. If you want to take ownership of and improve our current and future tools, help us discover new best practices for language model usage, and want hard working, smart coworkers, please contact us!
Machine Learning Engineer / Data Scientist
We need to train, monitor, and improve various models to solve specific, narrowly defined problems where we have a large amount of labeled data for training. We also have several more open ended problems, which we are still figuring out how to solve efficiently. Lastly, we have some traditional data analytics needs, involving the production of basic statistics over simple datasets.
This role involves working closely with the product team to design and develop ML solutions, maintaining our ML infrastructure, and improving our practices. Additionally, we have several ETL and analytics pipelines that require some ongoing maintenance, mostly due to data drift from the customer side.
We work primarily with text data, but much of this text is sourced from digitized paper documents, so there can be quite a bit of mess and heterogeneity. Additionally, we have some traditional computer vision algorithms in use for form processing.
Current Tech Stack
- Python: Django/Pandas
- Typescript: React
- Postgres
- Kubernetes
- Amazon Web Services (S3, EC2, EKS, RDS)
Submit your resume or questions to tech-jobs@valleysteer.com