Full-Time

Machine Learning Research Engineer

Posted on 7/25/2024

Coactive

Coactive

51-200 employees

Unlocks insights from visual data using AI

Data & Analytics
AI & Machine Learning

Compensation Overview

$186k - $220kAnnually

+ Equity Grants

Mid

San Jose, CA, USA

This is a hybrid position based in San Jose, California.

Category
Applied Machine Learning
Computer Vision
AI & Machine Learning
Required Skills
Kubernetes
Microsoft Azure
Python
Tensorflow
Pytorch
Apache Spark
Java
AWS
Terraform
Hadoop
C/C++
Google Cloud Platform
Requirements
  • Masters (or higher) in Computer Science or related fields, or equivalent experience.
  • 3+ years experience writing production-grade code in Python, Java, C++, or similar language.
  • 3+ years experience building application software on cloud native platforms (AWS, Azure or GCP). Experience building enterprise applications is a plus.
  • Experience building and maintaining pipelines for large scale ML training, monitoring, and serving (PyTorch, Tensorflow, TFX).
  • Experience in developing data-intensive applications (Apache Spark, Hadoop, Hive).
  • Experience with orchestration tools (Kubernetes) and infrastructure as code (Terraform) is a big plus.
Responsibilities
  • Research and productionize the cutting edge techniques in data-centric AI (active learning, multimodal intelligent search) and representation learning at scale using latest foundation models.
  • Collaborate with a world-class team of engineers, researchers, and scientists to create algorithms built on top of machine learning models to enable efficient, scalable search and analysis on large scale unstructured data.
  • Build infrastructure to enable training and serving large scale machine learning models on image and video datasets.
  • Tackle challenging problems at the intersection of cloud infrastructure and machine learning.
  • Build observability and monitoring infrastructure (with Open Tracing) to ensure high availability of cloud services.
  • Up-skill the team by advocating to shape engineering best practices and company culture as we grow.

Coactive.ai specializes in extracting analytics and insights from unstructured image and video data. The platform connects to clients' visual data through secure data lake connections or allows uploads via an API. Users can query their visual data using SQL and other familiar big data tools, making it accessible without requiring deep technical skills. Coactive addresses the challenge of incomplete metadata by using advanced data-centric AI and deep learning techniques to generate accurate metadata, facilitating easier analysis. The company likely operates on a subscription or usage-based pricing model, providing businesses with essential tools to interpret visual data for informed decision-making.

Company Stage

Series B

Total Funding

$39.3M

Headquarters

San Jose, California

Founded

2021

Growth & Insights
Headcount

6 month growth

23%

1 year growth

23%

2 year growth

14%
Simplify Jobs

Simplify's Take

What believers are saying

  • Growing demand for AI-driven video analytics enhances Coactive's market potential.
  • Increased interest in data-centric AI aligns with Coactive's core offerings.
  • Expansion of cloud-based data lakes offers integration opportunities for Coactive.

What critics are saying

  • Competition from tech giants like Google and Microsoft threatens Coactive's market share.
  • Rapid AI advancements may render Coactive's platform outdated without continuous innovation.
  • Data privacy regulations like GDPR could impact Coactive's data processing capabilities.

What makes Coactive unique

  • Coactive specializes in unlocking insights from unstructured image and video data.
  • The platform allows SQL-based querying of visual data, simplifying analysis for users.
  • Coactive generates precise metadata using data-centric AI and deep learning techniques.

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Benefits

Hybrid Work Options

Unlimited Paid Time Off

Health Insurance

Dental Insurance

Vision Insurance

Company Equity

INACTIVE