Full-Stack Engineer for AI Evaluation Tools & Search (Equity)

Necessary Ventures; Sunnyvale (CA); On-site; USD 120,000 - 180,000; Full time

Benefits offered by this job

Equity package

Job summary

Necessary Ventures in Sunnyvale, CA, seeks a versatile full‑stack developer to build and own features for search, scenario mining, and AI-augmented tooling that accelerate the AI Driver development loop. You will design and ship production-grade software using Python, TypeScript, JavaScript, React, and SQL, collaborating with users to define requirements and deliver scalable solutions.

You will work across data, backend, and frontend teams to translate ambiguity into concrete features and own

Qualifications

• Proficiency in Python, TypeScript, JavaScript, React, and SQL required.
• Experience building production-level fullstack systems.
• Comfort in ambiguous environments and AI-augmented workflows.

Responsibilities

• Build and own fullstack features for search, scenario mining, and agentic tooling.

Skills

Python

TypeScript

JavaScript

React

SQL

Database Design

API Design

Fullstack Development

Search Systems

Embeddings

Retrieval Systems

Databricks

Spark

Flyte

LLM-powered Tools

Scientific Data Visualisation

Tools

Databricks

Spark

Flyte

Job description

Necessary Ventures in Sunnyvale, CA, seeks a versatile full‑stack developer to build and own features for search, scenario mining, and AI-augmented tooling that accelerate the AI Driver development loop. You will design and ship production-grade software using Python, TypeScript, JavaScript, React, and SQL, collaborating with users to define requirements and deliver scalable solutions.

You will work across data, backend, and frontend teams to translate ambiguity into concrete features and own