Human Signal is a company that specializes in providing a data labeling platform known as Label Studio Enterprise. This platform is designed for automating and refining the data labeling process, integrating capabilities such as natural language processing (NLP) autolabeling, security, quality control, and compliance features. Human Signal focuses on preparing training data, fine-tuning large language models, and evaluating model performance for data science and machine learning teams. They offer a robust API and customizable workflows to optimize the entire AI development lifecycle across various use cases, including legal, medical, and retail sectors. The platform emphasizes secure data handling, being SOC2 certified and HIPAA compliant, ensuring data privacy and integrity.
MachineLearning • DeepLearning • AI • DataLabeling • DataScience
September 4, 2024
Angular
AWS
Cloud
Cypress
Django
Google Cloud Platform
Java
JavaScript
Jest
Kafka
Kotlin
Kubernetes
Open Source
Postgres
Python
React
Redis
Redux
Rust
Scala
Spark
Spring
Swift
TypeScript
Vue.js
Webpack
Go
Human Signal is a company that specializes in providing a data labeling platform known as Label Studio Enterprise. This platform is designed for automating and refining the data labeling process, integrating capabilities such as natural language processing (NLP) autolabeling, security, quality control, and compliance features. Human Signal focuses on preparing training data, fine-tuning large language models, and evaluating model performance for data science and machine learning teams. They offer a robust API and customizable workflows to optimize the entire AI development lifecycle across various use cases, including legal, medical, and retail sectors. The platform emphasizes secure data handling, being SOC2 certified and HIPAA compliant, ensuring data privacy and integrity.
MachineLearning • DeepLearning • AI • DataLabeling • DataScience
• HumanSignal is seeking a talented Full Stack Engineer who thrives on building end-to-end solutions that empower our platform’s user experience while ensuring scalability and reliability on the backend. • As a Full Stack Engineer, you will work closely with product managers, designers, and other engineers to develop robust, intuitive, and performant web applications. • You will have the opportunity to influence the entire technology stack, from database architecture to user interfaces, playing a crucial role in delivering value to our rapidly growing user base. • This role is ideal for engineers who enjoy the challenges of working across the entire stack and are passionate about creating impactful software that democratizes data labeling through AI and automation.
• Extensive experience developing full stack applications, with proficiency in both backend (Python, Java, Go, Kotlin, Scala, Rust) and frontend (React, Angular, Vue.js) technologies. • Strong knowledge of HTML, CSS, and JavaScript (ES6+), with a focus on cross-browser compatibility, accessibility principles, and delivering high-quality, maintainable code. • Proven experience building and integrating scalable backend services and APIs, with expertise in frameworks like FastAPI, Django, or similar. • Familiarity with database systems (Postgres, BigQuery) and experience working with streaming event and messaging architectures (Kafka, Spark). • Comfort working across the entire stack, including state management libraries (Redux, Vuex), frontend build tools (Webpack, Vite), and cloud platforms (AWS, GCP). • High user empathy, a keen eye for design, and a drive to build intuitive interfaces that solve real user problems. • A passion for impactful communication and collaboration, leveraging tools like TDDs, code reviews, and constructive feedback to drive team success. • A proactive approach to problem-solving with the ability to work independently and manage complex projects from inception to completion. • BSCS, related degree, or equivalent practical experience.
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