You’ve heard that all squares are rectangles, but not all rectangles are squares. Similarly, all machine learning is AI, but not all AI is machine learning. Machine learning is a branch of artificial intelligence that specifically focuses on teaching devices to learn information from a data set without manual human interference. This technology can be used to improve the efficiency and accuracy of tasks that rely on vast amounts of data.
Machine learning engineers research, build, design and train ML systems. Some of their other tasks include applying data prototypes, conducting statistical analysis and updating machine learning libraries and frameworks.
These are some of the companies that hire machine learning engineers.
Top Companies Hiring Machine Learning Engineers
- Hinge
- Hedra
- Movable Ink
- Roblox
- SmartBear
Companies Hiring Machine Learning Engineers
Hinge calls itself “the dating app designed to be deleted.” It sends users potential matches whose profiles they can “like.” If the feeling is mutual, the platform introduces both daters. The company’s machine learning engineers ensure efficient data workflows and need to understand data access patterns throughout the full ML lifecycle.
Hedra is an AI-native platform that enables multimodal content generation. Its solutions cover everything from branded content marketing to creating viral social media posts. Character-3 is its proprietary video model. Machine learning engineers at the company build and manage infrastructure and services for its video models.
Movable Ink is a marketing technology company that uses AI to support content personalization powered by automations. For example, its Movable Ink Studio product uses data to adjusting email content in real time. Movable Ink Da Vinci revitalizes batch messaging campaigns with personalized content for each customer. The company’s engineering employees have to be able to work with ML technologies.
Roblox is a gaming and development platform that offers immersive 3D experiences. It enables multilingual players to connect through an AI-powered chat feature that translates text into 16 languages. Roblox has a machine learning team that optimizes models for GPU performance and analyzes ML pipelines for bottlenecks. Team members should have experience with ML modeling and data pipelines.
SmartBear offers services and solutions to help clients build software. Its offerings cover automation, performance testing and code review. SmartBear’s users include software developers and administrators. The company’s ML engineers build models, clean data sets and enhance testing tools with AI.
Air Space Intelligence develops AI-driven software solutions to support air operations for U.S. government agencies and commercial clients. It needs machine learning engineers to design systems capable of processing data streams and delivering real-time insights for mission-critical aviation and logistics operations.
