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Full-Time

Programmeuse

Programmeur Machine Learning

Posted on 10/23/2024

Coactive

Coactive

11-50 employees

Unlocks insights from visual data using AI

Data & Analytics
AI & Machine Learning

Compensation Overview

$153k - $176kAnnually

+ Equity Bonuses

Mid

Montreal, QC, Canada

Hybrid position based in Montréal, Quebec.

Category
Applied Machine Learning
Computer Vision
AI & Machine Learning
Required Skills
Python
Tensorflow
Pytorch
SQL
Java
C/C++
Requirements
  • BS (or higher) in Computer Science or related fields, or equivalent experience.
  • 3+ years of production level experience in one of: Python, Java, C++, or similar language
  • Experience with building and maintaining pipelines for large scale ML training, monitoring, and serving
  • Experience developing machine learning models in frameworks like PyTorch or TensorFlow
  • Experience working with large-scale datasets of images or videos
  • Experience working with GPUs or other accelerators
  • Equally comfortable working on a white-board, pair programming, or presenting to small groups
  • Good knowledge of SQL
Responsibilities
  • Research and implement the cutting edge in data-centric AI and representation learning
  • Build ML infrastructure to scalable support deployment, experimentation and prototyping
  • Deploy models on large-scale image and video datasets across varying domains
  • Collaborate with a world-class team of engineers, researchers, and scientists
  • 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

N/A

Growth & Insights
Headcount

6 month growth

223%

1 year growth

223%

2 year growth

320%
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Simplify's Take

What believers are saying

  • Securing $30M in Series B funding indicates strong investor confidence and provides substantial resources for growth and innovation.
  • Partnerships with major entities like Comcast, NBCUniversal, and Sky through the LIFT Labs Generative AI Accelerator highlight Coactive's potential for high-impact collaborations.
  • The backing from prominent investors like Andreessen Horowitz and Bessemer Venture Partners further validates Coactive's market potential and technological prowess.

What critics are saying

  • The niche focus on visual data analytics may limit market size compared to more generalized data analytics platforms.
  • Rapid growth and scaling could strain resources and operational capabilities, potentially impacting service quality.

What makes Coactive unique

  • Coactive.ai specializes in extracting insights from unstructured visual data, a niche often overlooked by broader data analytics platforms.
  • The platform's ability to generate precise metadata using advanced deep learning techniques sets it apart from competitors who struggle with incomplete or inaccurate metadata.
  • By allowing users to query visual data using familiar tools like SQL, Coactive reduces the technical barrier to entry, making advanced analytics accessible to non-experts.

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