Software Engineer, Instabase
ML Infrastructure, Senior Level
$190-205k
+ Bonus + Equity
2+ days a week in office
Automation platform for unstructured data
Be an early applicant
Automation platform for unstructured data
201-500 employees
Be an early applicant
$190-205k
+ Bonus + Equity
2+ days a week in office
201-500 employees
Company mission
To build tools that will help people and organizations solve important problems, make discoveries, and create new breakthroughs.
Role
Who you are
- BS, MS, or PhD in Computer Science, or equivalent experience in a technical field
- You have 5+ years of software engineering experience
- You have highly relevant experience in infrastructure engineering with demonstrated expertise in large-scale distributed systems
- You enjoy thinking about how the end user / customer interacts with and understands models
- You like getting to the bottom of deep, complex problems. You aren’t satisfied with “it works” until you understand why
- You are familiar with both distributed systems and data science, and enjoy thinking about how the two are built together
- You have experience with proper software engineering best practices
- Experience with Kubernetes, existing ML scaling techniques and model training/serving technologies like AnyScale Ray, vLLM, AWS Sagemaker preferred
- Experience with machine ]learning (ML) and artificial intelligence (AI) in the space of document understanding preferred
What the job involves
- As part of our ML Infrastructure Team, you’ll design and develop the next generation of machine learning products at Instabase
- You’ll build intuitive applications that empower our customers to leverage the latest technologies in AI/ML to tackle their hardest document understanding problems
- We are bridging the human-machine gap in ML, enabling humans to understand, debug, and fine-tune models, all the while deploying and managing these models at large scales (millions of requests per month)
- Design and implement architectures for using, testing, and training models at scale, both in the cloud using Kubernetes
- Design and develop and contribute to scalable distributed systems infrastructure that power the ML/AI infrastructure
- Dive into the complexities of real-time data processing and develop strategies to ensure that our systems can efficiently handle the dynamic outputs of generative AI models
- Design and implement best practices for model management and deployment
- Create products around models that make it easy for the customer to use and understand machine learning models and approaches
- Work with both internal and external developers / data scientists to bring models into Instabase that are then used by customers to solve use cases
- Troubleshoot production issues and contribute to improving our platform stability
Our take
Instabase is a platform for businesses to build customisable apps for automating different parts of their business.
For example, a bank can quickly build an app that can automatically verify customer income in a fraction of a second by combing through documents such as camera pictures or scans of payslips, tax documents, bank statements, and other similar documents submitted by the customer.
The platform comes equipped with the tools for reading documents, data extraction and classification, natural language processing, and optical character recognition. It's designed to enable creators, developers, and organizations to quickly build complex business applications based on their needs.
Instabase also offers an app store, a growing marketplace of pre-packaged business apps for different industries, such as Income Verification, Adverse Media Analysis, Identity Verification, Trade Finance, Contract Analysis, and Financial Spreading.
Kirsty
Company Specialist at Welcome to the Jungle
Insights
Company
Funding (last 2 of 6 rounds)
Jan 2025
$100m
SERIES D
Jun 2023
$45m
SERIES C
Total funding: $277.1m
Company benefits
- We marry the benefits of moving fast at a scaling startup with the stability of larger corporations. Instabase pays 100% of top tier employee medical, dental, vision plans and takes care of dependents. Instabase also offers an FSA company match
- Instabase believes in investing in you and your future by providing a company 401(k) match and financial planning resources
- Every Instabaser is eligible for paid time off to care for their newborn or adopted child. We’ve also teamed up with Carrot Fertility to help support every Instabaser on their family forming journey
- At Instabase, we believe in providing employees the ability to rest, reflect, and recharge through unlimited paid time off and holidays
- Instabase believes in providing access to resources that allow you to grow in your role and career
- From home office setups to meal and Wi-Fi reimbursements, Instabase provides perks and resources that help you do your best work
Company HQ
Financial District, San Francisco, CA
Leadership
Anant Bhardwaj
(CEO)Previously worked in research for 3 years at MIT and also interned at Google.
Salary benchmarks
We don't have enough data yet to provide salary benchmarks for this role.
Submit your salary to help other candidates with crowdsourced salary estimates.
Share this job
View 20 more jobs at Instabase