Senior Software Engineer
Deep Learning, AI
Confirmed live in the last 24 hours
Instabase

201-500 employees

Automation platform for businesses
Company Overview
Instabase is on a mission to democratize access to deep learning to empower any organization to solve unstructured data problems with unprecedented accuracy.
AI & Machine Learning
Financial Services
Government & Public Sector

Company Stage

Series C

Total Funding

$177M

Founded

2015

Headquarters

San Francisco, California

Growth & Insights
Headcount

6 month growth

-9%

1 year growth

-23%

2 year growth

2%
Locations
Remote in USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Tensorflow
Pytorch
Natural Language Processing (NLP)
Computer Vision
CategoriesNew
AI & Machine Learning
Software Engineering
Requirements
  • MS in Computer Science, Engineering, Math, Science or related field. PhD preferred.
  • 5+ years industry / academia experience
  • Proven track record of excellence in applying Machine Learning techniques for solving difficult real world problems
  • Knowledge of deep learning frameworks such as PyTorch and TensorFlow, computer vision, NLP, or related areas would be a plus.
Responsibilities
  • Work on a small team of ML engineers to apply Deep Learning techniques to challenging real world problems such as
  • Image Processing / Computer Vision
  • OCR
  • Handwriting Recognition
  • Visual Extraction (checkboxes, signatures, radio button, etc.)
  • Object Detection
  • Table Detection
  • Document/Text Understanding
  • Extraction from Documents
  • Field Extraction from Document with Variable Structure (for example: paystubs, invoices, forms, etc.)
  • Information Retrieval from Documents with Natural Language
  • Finding relevant clause in legal contracts
  • Extracting data (for example: effective date, duration, payment terms, etc.) from legal contracts
  • Document Classification
  • Document Clustering
Desired Qualifications
  • Knowledge of deep learning frameworks such as PyTorch and TensorFlow
  • Experience in computer vision, NLP, or related areas