Full-Time

Backend Engineer

Posted on 12/19/2024

MindsDB

MindsDB

11-50 employees

Integrates AI into existing databases

Enterprise Software
AI & Machine Learning

Compensation Overview

$190k - $230kAnnually

Senior

San Francisco, CA, USA

Hybrid role requiring 2-3 days in office per week; candidate must be based in the Bay Area.

Category
Backend Engineering
Software Engineering
Required Skills
Python
Git
SQL
Docker
AWS
Requirements
  • 5+ years Backend Engineering experience
  • 3-5 years of Python experience
  • 2-3 years of SQL experience
  • 1-2 years of AWS experience
  • 1-2 years of REST and Docker experience
  • 1-2 years of GitHub experience
  • Fast, high quality development
  • Strong communication skills
  • Experience working in a fast moving, growing startup environment
Responsibilities
  • Develop and optimize LLM-powered enterprise applications, including Text-to-SQL and Retrieval Augmented Generation (RAG) systems for structured and unstructured data.
  • Implement advanced chunking and retrieval techniques, applying methods like semantic retrieval, query expansion, and bi-encoders to enhance data interaction.
  • Fine-tune and deploy transformer models (e.g., Llama, OpenAI) into production, building agentic systems to extend LLM capabilities.
  • Collaborate with cross-functional teams on research, system design, code reviews, and best engineering practices.
  • Write clean, maintainable code while contributing to the technical architecture and ensuring robust system performance.

MindsDB simplifies the integration of artificial intelligence (AI) into existing databases, allowing businesses to perform predictive analytics directly within their systems. This enables companies to forecast outcomes like rental prices or customer churn without needing to export data to separate AI platforms. MindsDB primarily serves data-driven sectors such as real estate, finance, healthcare, and retail, helping them build and deploy machine learning models efficiently. The platform is offered as a service, accessible through a cloud-based subscription or local installation, with revenue generated from subscription fees and premium support. MindsDB aims to make AI more accessible and easier to integrate, enhancing the accuracy and efficiency of business operations.

Company Stage

Seed

Total Funding

$56.5M

Headquarters

Berkeley, California

Founded

2017

Growth & Insights
Headcount

6 month growth

-13%

1 year growth

2%

2 year growth

80%
Simplify Jobs

Simplify's Take

What believers are saying

  • MindsDB's partnership with NVIDIA boosts resources and credibility in the AI market.
  • The rise of AutoML tools aligns with MindsDB's mission to democratize AI.
  • Increasing demand for real-time analytics expands MindsDB's market reach in finance and healthcare.

What critics are saying

  • Increased competition from AI startups at Berkeley SkyDeck may dilute market share.
  • Rapid AI innovation could render MindsDB's platform obsolete if not updated.
  • Regulatory scrutiny in sectors like healthcare could impact MindsDB's operations.

What makes MindsDB unique

  • MindsDB integrates AI directly into existing databases, simplifying predictive analytics.
  • The company offers a cloud-based subscription model, enhancing accessibility for businesses.
  • MindsDB's open-source approach fosters community collaboration and innovation in AI.

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Benefits

Flexible schedule

Unlimited PTO

Fully remote culture

Remote work setup budget

Wellbeing budget

Company offsites

Generous compensation

Personal development budget

Mental health support

Medical, dental, & vision insurance