Fall 2024

Software Engineer Intern

Fall

Deductive AI

Deductive AI

11-50 employees

AI-driven SRE agents for incident diagnosis

No salary listed

Mountain View, CA, USA

In Person

Category
Software Engineering (1)
Required Skills
Python
JavaScript
Data Structures & Algorithms
Machine Learning
Java
Scala
C/C++
Data Analysis
Requirements
  • Enrolled in a Bachelor’s, Master’s, or PhD program in Computer Science, or a related technical field, with a strong academic record.
  • Strong foundation in computer science with competencies in data structures, algorithms, and system design.
  • Familiarity with advanced programming languages such as Java, Scala, Python, JavaScript or C++, with a strong grasp of algorithm optimization.
  • Familiarity with machine learning frameworks and libraries, and a keen interest in applying ML techniques to real-world problems.
  • Strong analytical and problem-solving skills, and attention to detail.
Responsibilities
  • Build the next generation of foundational code and data processing systems that can reason on extremely large amounts of structured and unstructured data.
  • Work on solving technical challenges at the intersection of artificial intelligence, code understanding, and data analytics.
Desired Qualifications
  • Previous experience or knowledge of code and observability tools, real-time analytics, and large-scale system design is highly desirable.

Deductive AI provides a platform that uses intelligent agents to automate the investigation and repair of software failures. The system connects to an organization's code, logs, and metrics to build a live knowledge graph, using reinforcement learning to test hypotheses and identify root causes just as an experienced engineer would. Unlike traditional monitoring tools that only alert users to problems, this platform actively reasons through complex system relationships to reduce incident resolution time by up to 90%. The company's goal is to move engineering teams from reactive firefighting to proactive problem resolution, allowing them to focus on building new features rather than debugging.

Company Size

11-50

Company Stage

Seed

Total Funding

$7.5M

Headquarters

Mountain View, California

Founded

2023

Simplify Jobs

Simplify's Take

What believers are saying

  • Reduces incident resolution time by up to 90 percent, directly improving engineering productivity.
  • Expanding enterprise adoption including DoorDash, Foursquare, Kumo demonstrates strong product-market fit.
  • Positioned as applied AI research lab building AGI for self-healing systems with long-term defensibility.

What critics are saying

  • GreptimeDB's native OpenTelemetry integration achieves 25 percent faster diagnosis times, eroding differentiation.
  • Honeycomb's established customer base and 40 percent lower pricing directly compete for market share.
  • Databricks Ventures backing creates conflict as parent company prioritizes internal AI SRE tools over Deductive.

What makes Deductive AI unique

  • Code-aware reasoning engine unifies telemetry with codebase understanding for precise root cause identification.
  • Reinforcement learning agents mimic experienced SRE workflows, automatically testing hypotheses against system evidence.
  • Founded by Databricks and ThoughtSpot veterans with deep expertise in large-scale distributed systems.

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Benefits

Company Equity

Conference Attendance Budget

Growth & Insights and Company News

Headcount

6 month growth

0%

1 year growth

0%

2 year growth

9%
FinSMEs
Nov 12th, 2025
Deductive AI Formally Launches with $7.5M in Funding

Deductive AI formally launches with $7.5M in funding. Deductive AI, a Mountain View, CA-based company which specializes in AI-powered root cause analysis and resolution, raised $7.5M in Seed funding. The round was led by CRV, with participation from Databricks Ventures, Thomvest Ventures and PrimeSet. The company intends to use the funds to expand operations and its development efforts. Led by Sameer Agarwal, co-founder and CTO, and Rakesh Kothari, co-founder and CEO, Deductive AI is building AI SRE agents that connect codebases and telemetry data to guide incident response from detection to resolution. At its core, Deductive AI is a unified platform for deploying and training AI agents that connect to an organization's code, logs, metrics, traces, and events, capable of reasoning on a constantly updated knowledge graph that maps relationships between systems, enabling them to test hypotheses, evaluate evidence, and pinpoint precise root causes in seconds.

PR Newswire
Nov 12th, 2025
Deductive AI Launches with $7.5M Funding

Deductive AI, founded by veterans from Databricks and ThoughtSpot, has launched with $7.5M in seed funding led by CRV, with participation from Databricks Ventures, Thomvest Ventures, and PrimeSet. The company introduces AI SRE agents that reduce incident resolution time by up to 90%, using AI to diagnose and remediate software issues quickly. The platform connects to code, logs, and metrics, providing actionable insights and accelerating root cause analysis for engineering teams.