Full-Time

AI Engineer

Updated on 11/15/2024

Writer

Writer

1,001-5,000 employees

AI platform for business process optimization

Enterprise Software
AI & Machine Learning

Senior

San Francisco, CA, USA

Category
Applied Machine Learning
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
Python
Data Science
Requirements
  • Bachelor’s degree in Computer Science, Engineering, Mathematics, related field, or equivalent experience
  • High level of coding proficiency using Python
  • 5+ years of professional experience in software engineering, AI/ML development including:
  • Proficiency with production software (Python) and systems design
  • Machine learning algorithms and model development techniques
  • ML lifecycle tools like MLflow, dvc, weights & biases
  • Cloud deployment of ML systems
  • Professional experience with LLMs and large-scale models
  • Very strong software engineering skills with a track record of building scalable, distributed product machine learning systems
  • Strong analytical and problem-solving skills
  • Ability to communicate complex ideas and concepts effectively
  • Ability to work independently and collaboratively
Responsibilities
  • Collaborate closely with our broader engineering team, data scientists, and AI engineers to evolve our software architecture as we productize new AI-powered capabilities
  • Evaluate the performance of AI models & systems through rigorous testing and experimentation.
  • Deploy LLM-based applications in production, evaluating and improving their performance over time
  • Collaborate with our skilled software engineers to seamlessly integrate AI-powered capabilities into production systems, ensuring scalability and efficiency.
  • Stay up-to-date with the latest advancements in AI and machine learning research, and proactively suggest improvements to enhance our generative AI capabilities.
  • Collaborate closely with cross-functional teams to understand business requirements and translate them into innovative AI solutions.
  • Own the design, implementation, and maintenance of robust and scalable production retrieval and agentic systems
  • Implement strong testing and CI/CD practices that help us move with confidence in our AI system development

Writer.com offers a platform that enhances business processes using artificial intelligence, specifically through Large Language Models (LLMs), Natural Language Processing (NLP), and Machine Learning (ML). The platform is built on secure, enterprise-grade LLMs called Palmyra, which ensure client data is never used for training and can be self-hosted for better control. This allows businesses to generate customized outputs like summaries and insights while adhering to legal and brand guidelines. Writer.com stands out by prioritizing security and privacy, aiming to empower businesses to effectively integrate AI into their operations.

Company Stage

Series C

Total Funding

$317.1M

Headquarters

San Francisco, California

Founded

2020

Growth & Insights
Headcount

6 month growth

78%

1 year growth

400%

2 year growth

1214%
Simplify Jobs

Simplify's Take

What believers are saying

  • Writer.com's continuous innovation, such as the launch of Palmyra-Vision, positions it as a leader in enterprise AI solutions.
  • The company's strategic partnerships and high-profile clients, including Vanguard, Intuit, and Accenture, reflect strong market trust and potential for growth.
  • CEO May Habib's recognition as a Young Global Leader by the World Economic Forum highlights the company's leadership and influence in the AI industry.

What critics are saying

  • The rapid pace of AI advancements requires Writer.com to continuously innovate to stay ahead of competitors.
  • The complexity of integrating AI into diverse business processes may pose challenges in scalability and client-specific customization.

What makes Writer unique

  • Writer.com offers a secure, enterprise-grade AI platform with proprietary LLMs, Palmyra, which ensures data privacy and control, unlike many competitors who use client data for training.
  • The company's focus on integrating AI into all business processes, including generating text from images and multimodal AI capabilities, sets it apart from other AI providers.
  • Writer.com's ability to analyze up to 10 million words of company-specific information with advanced RAG technology provides a significant edge in data processing and customization.

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