Life360 tech stack

Life360 builds mostly with Python, SQL, Java, Kotlin. Its stack also includes AWS, Databricks, Snowflake, Google BigQuery. Claude is named in 11 of the 25 job postings Life360 published in the last 12 months (44%). Counted by Alion from the job postings of Life360, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
110
Postings analysed
25
Open now
10
Modernity
85 /100
New in 6 months
8

What programming languages does Life360 use?

Python is named in 36% of job postings at Life360, followed by SQL (32%), Java (28%), Kotlin (8%).

Python 9 36% required in 100% · 4 open now · since Jun 2026
SQL 8 32% required in 100% · 3 open now · since Jun 2026
Java 7 28% required in 86% · 2 open now · since Feb 2026
Kotlin 2 8% required in 50% · 1 open now · since Jun 2026
C++ 1 4% required in 100% · 1 open now · since Aug 2026
Go 1 4% required in 100% · 1 open now · since Sep 2026
Swift 1 4% optional · 1 open now · since Sep 2026

What frameworks and libraries does Life360 use?

Spring Boot is named in 12% of job postings at Life360, followed by Flink (12%), LangChain (8%), AutoGen (8%).

Spring Boot 3 12% required in 67% · 1 open now · since May 2026
Flink 3 12% required in 33% · since May 2026
LangChain 2 8% required in 100% · since May 2026
AutoGen 2 8% optional · since May 2026
CrewAI 2 8% optional · since May 2026
LangGraph 2 8% optional · since May 2026
Dagger 1 4% required in 100% · since Jun 2026
ExecuTorch 1 4% required in 100% · 1 open now · since Aug 2026
Show all (21)
FastAPI1
Hilt1
Jetpack Compose1
LiteRT1
PoC Library1
TFLite1
ViewModel1
Dask1
Feast1
OpenTelemetry1
Ray1
TensorFlow1
Triton1

What databases does Life360 use?

Snowflake is named in 16% of job postings at Life360, followed by Google BigQuery (12%), Presto (8%), Trino (8%).

Snowflake 4 16% required in 75% · 1 open now · since Jun 2026
Google BigQuery 3 12% required in 100% · 1 open now · since Jun 2026
Presto 2 8% required in 100% · 1 open now · since Jul 2026
Trino 2 8% required in 100% · 1 open now · since Jul 2026
BigQuery 1 4% required in 100% · 1 open now · since Jul 2026
DynamoDB 1 4% required in 100% · 1 open now · since Sep 2026

What cloud and platforms does Life360 use?

AWS is named in 40% of job postings at Life360, followed by Databricks (28%), GitHub (24%), Apache Kafka (20%).

AWS 10 40% required in 90% · 3 open now · since Feb 2026
Databricks 7 28% required in 86% · 2 open now · since Jun 2026
GitHub 6 24% required in 67% · since Feb 2026
Apache Kafka 5 20% required in 80% · 2 open now · since May 2026
GitHub Actions 5 20% required in 60% · 1 open now · since May 2026
GCP 4 16% required in 100% · 1 open now · since Jun 2026
Spark 4 16% required in 100% · 1 open now · since Jun 2026
Grafana 3 12% optional · 1 open now · since May 2026
Show all (27)
Amazon EKS2
Azure2
Figma2
Kubeflow2
MLFlow2
Kubernetes2
Datadog2
AWS Lambda1
Airflow1
Crashlytics1
FreeRTOS1
Google GKE1
Perplexity1
RTOS1
Tableau1
Amazon Kinesis1
Okta1
TGI1
vLLM1

What developer tools does Life360 use?

Claude Code is named in 56% of job postings at Life360, followed by Cursor (36%), dbt (32%), Copilot (28%).

Claude Code 14 56% required in 86% · 5 open now · since Feb 2026
Cursor 9 36% required in 44% · 3 open now · since Feb 2026
dbt 8 32% required in 63% · 2 open now · since Jun 2026
Copilot 7 28% required in 43% · 2 open now · since Feb 2026
Model Context Protocol 4 16% required in 100% · 1 open now · since May 2026
Prometheus 4 16% optional · 2 open now · since May 2026
Terraform 3 12% required in 67% · 1 open now · since Jun 2026
pySpark 2 8% required in 100% · since Jun 2026
Show all (19)
Maven2
Adobe After Effects1
Adobe Photoshop1
Bitrise1
Cortex1
Docker1
Fastlane1
Git1
Gradle1
Microsoft Excel1
Triton Inference Server1

What AI and ML technologies does Life360 use?

Claude is named in 44% of job postings at Life360, followed by LLM (16%), ChatGPT (4%), Gemini (4%).

Claude 11 44% required in 91% · 1 open now · since Feb 2026
LLM 4 16% required in 100% · 1 open now · since May 2026
ChatGPT 1 4% required in 100% · 1 open now · since Aug 2026
Gemini 1 4% required in 100% · 1 open now · since Aug 2026

Which engineering practices does Life360 ask for?

AI Agents is named in 48% of job postings at Life360, followed by CI/CD (32%), A/B Testing (20%), Function Calling (12%).

AI Agents 12 48% required in 75% · 2 open now · since Feb 2026
CI/CD 8 32% required in 75% · 2 open now · since May 2026
A/B Testing 5 20% required in 100% · 1 open now · since Jun 2026
Function Calling 3 12% required in 100% · 1 open now · since May 2026
Machine Learning 3 12% required in 67% · since Jun 2026
Agentic Workflows 2 8% required in 100% · 1 open now · since Jun 2026
IAM 2 8% required in 100% · since May 2026
NIST AI RMF 2 8% required in 100% · since May 2026
Show all (25)
Prompt Engineering2
RAG2
Feature Store2
LLM Guardrails2
Knowledge Graph2
Red Teaming2
Anomaly Detection1
Clean Architecture1
ETL/ELT1
Edge AI1
MVI1
MVVM1
Modularization1
Platform Engineering1
Quantization1
SLI/SLO/SLA1
Time Series Forecasting1

What other technologies does Life360 use?

Kotlin Coroutines is named in 4% of job postings at Life360.

Kotlin Coroutines 1 4% required in 100% · since Jun 2026

What does each Life360 team work with?

The technologies each team's postings require most often, with the number of postings that require them.

AI/ML

6 postings
Claude Code3
Model Context Protocol3
AWS2
Apache Kafka2
Claude2
GitHub2

Backend

5 postings
AWS4
Claude Code4
Java4
Claude3
Apache Kafka2
Copilot2

Data Science

3 postings
AWS3
Databricks3
GCP3
Python3
SQL3
Spark3

Science & Research

3 postings
Claude Code3
Python3
SQL3
Claude2

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How is the Life360 stack changing?

Read from the dates of the postings themselves: a technology is new when the first posting that names it appeared in the last six months, rising or falling when its share of postings moved between the last two quarters.

First appeared
AzureJul 2026
PrestoJul 2026
TrinoJul 2026
Prompt EngineeringJun 2026
KotlinJun 2026
LLM GuardrailsJun 2026
Agentic WorkflowsJun 2026
FigmaJun 2026
Rising
AWS27% → 46%
GCP9% → 23%
Spark9% → 23%
Falling
A/B Testing45% → 0%
Flink27% → 0%
Claude55% → 31%
CI/CD45% → 23%
dbt45% → 23%
Model Context Protocol27% → 8%
GitHub27% → 15%
Apache Kafka27% → 15%

How modern is the Life360 stack?

Cutting-edge AI adopter 85/100

Life360 scores 85 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 4; legacy ones: 0.

Questions about the Life360 tech stack

What programming languages does Life360 use?

The languages named in Life360 job postings are Python (36%), SQL (32%), Java (28%), Kotlin (8%), C++ (4%), as a share of the 25 postings of the last 12 months.

Does Life360 use Spring Boot?

Yes. Spring Boot is named in 3 of 25 job postings (12%) and required in 2 of them.

What cloud and platforms does Life360 use?

The cloud and platforms named in Life360 job postings are AWS (10), Databricks (7), GitHub (6) (postings in brackets).

What skills do you need for a AI/ML job at Life360?

AI/ML postings at Life360 most often require Claude Code (3), Model Context Protocol (3), AWS (2), Apache Kafka (2), out of 6 postings in the last 12 months.

Is the Life360 tech stack changing?

Yes. Azure, Presto, Trino, Prompt Engineering first appeared in Life360 job postings in the last six months.

How modern is the Life360 tech stack?

Life360 scores 85 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 4; legacy ones: 0.

How does Alion know the Life360 tech stack?

Alion reads every job posting Life360 publishes and tags the technologies each one names. The figures on this page count the 25 postings of the last 12 months and were updated on Sep 26, 2026.

Method and citation

Alion reads every job posting the company publishes and tags the technologies each one names. Shares count the postings of the last 12 months, open and closed; the company's own products are counted apart. How we count

Alion, "Life360 tech stack: 110 technologies from 25 job postings", as of Sep 26, 2026. https://alion.io/company/life360/technologies

Licence: CC BY-SA 4.0JSON