Labcorp
Molecular Diagnostics · Clinical Trial Services (CRO)

Labcorp tech stack

Labcorp builds mostly with Python, SQL, JavaScript, Java. Its stack also includes GCP, Power BI, Snowflake, Angular. GCP is named in 70 of the 446 job postings Labcorp published in the last 12 months (16%). Counted by Alion from the job postings of Labcorp, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
191
Postings analysed
446
Open now
122
Modernity
82 /100
New in 6 months
8

What programming languages does Labcorp use?

Python is named in 10% of job postings at Labcorp, followed by SQL (9%), JavaScript (5%), Java (5%).

Python 44 10% required in 39% · 8 open now · since Jul 2026
SQL 42 9% required in 48% · 9 open now · since Jul 2026
JavaScript 23 5% required in 17% · 4 open now · since Jul 2026
Java 22 5% required in 41% · 4 open now · since Jul 2026
TypeScript 18 4% required in 39% · 2 open now · since Jul 2026
Apex 5 1% required in 20% · 1 open now · since Sep 2026
C# 4 1% required in 50% · 1 open now · since Aug 2026
C++ 3 1% required in 100% · 1 open now · since Jul 2026
Show all (17)
PHP3
Kotlin3
Node JS3
Bash1
PowerShell1
SAS1
Scala1
COBOL1
Go1

What frameworks and libraries does Labcorp use?

Angular is named in 3% of job postings at Labcorp, followed by React.js (2%), Spring Boot (2%), Vue.js (1%).

Angular 13 3% required in 46% · 2 open now · since Jul 2026
React.js 11 2% required in 36% · 3 open now · since Jul 2026
Spring Boot 9 2% required in 33% · 1 open now · since Jul 2026
Vue.js 6 1% required in 67% · 2 open now · since Sep 2026
Django 4 1% required in 50% · since Jul 2026
Hibernate 4 1% required in 50% · 1 open now · since Sep 2026
Hadoop 3 1% required in 100% · 1 open now · since Jul 2026
Spring Framework 3 1% required in 100% · since Sep 2026
Show all (28)
AutoGen2
CrewAI2
LangChain2
LangGraph2
pgvector2
JQuery2
PyTorch2
SciPy2
JUnit1
Lightning Web Components1
Mockito1
OpenTelemetry1
Spring MVC1
Symfony1
Unstructured.io1
CodeIgniter1
Flask1
Laravel1
Plotly1
Selenium1

What databases does Labcorp use?

Snowflake is named in 4% of job postings at Labcorp, followed by PostgreSQL (2%), Oracle (2%), Redis (1%).

Snowflake 16 4% required in 50% · 5 open now · since Jul 2026
PostgreSQL 9 2% required in 11% · 1 open now · since Jul 2026
Oracle 7 2% required in 14% · 2 open now · since Aug 2026
Redis 4 1% required in 25% · since Jul 2026
MySQL 3 1% optional · 1 open now · since Sep 2026
OpenSearch 2 <1% required in 100% · 1 open now · since Nov 2026
Pinecone 2 <1% required in 100% · 1 open now · since Nov 2026
Weaviate 2 <1% required in 100% · 1 open now · since Nov 2026
Show all (15)
Cassandra2
MariaDB2
Amazon Aurora1
Amazon Redshift1
Google BigQuery1
Db21
DynamoDB1

What cloud and platforms does Labcorp use?

GCP is named in 16% of job postings at Labcorp, followed by Power BI (11%), Tableau (8%), AWS (7%).

GCP 70 16% required in 73% · 17 open now · since Mar 2026
Power BI 49 11% required in 61% · 12 open now · since Oct 2025
Tableau 34 8% required in 47% · 9 open now · since Oct 2025
AWS 33 7% required in 73% · 5 open now · since Jun 2026
Azure 21 5% required in 62% · 3 open now · since Jun 2026
Databricks 16 4% required in 44% · 5 open now · since Jul 2026
Kubernetes 15 3% required in 53% · 3 open now · since Jun 2026
Spark 11 2% required in 45% · 4 open now · since Jul 2026
Show all (43)
Amazon S39
Windows7
Apache Kafka7
Amazon EC27
Linux7
GitHub Actions7
AWS Lambda5
Azure DevOps5
Amazon ECS4
API Gateway3
Bitbucket3
GitHub3
Datadog3
Unix3
.NET2
AWS Bedrock2
Active Directory2
Amazon EKS2
Amazon SageMaker2
Scale AI2
ActiveMQ2
Anthropic2
Figma2
Hugging Face2
Looker2
OpenAI2
Prefect2
Tines1
Amazon Kinesis1
Bamboo1
Grafana1
Microsoft Fabric1

And 3 more, each named in fewer postings.

What developer tools does Labcorp use?

Microsoft Excel is named in 16% of job postings at Labcorp, followed by Rest API (5%), Copilot (3%), LIMS (3%).

Microsoft Excel 70 16% required in 54% · 14 open now · since Jul 2026
Rest API 23 5% required in 52% · 5 open now · since Jul 2026
Copilot 15 3% required in 47% · 3 open now · since Jun 2026
LIMS 14 3% required in 86% · 4 open now · since Aug 2026
Alteryx 13 3% required in 62% · 2 open now · since Sep 2026
Docker 13 3% required in 38% · 4 open now · since Jul 2026
HL7 10 2% required in 50% · 4 open now · since Jul 2026
pySpark 9 2% required in 56% · 4 open now · since Jul 2026
Show all (32)
Git9
Terraform8
GraphQL8
Matillion7
Jenkins7
Maven7
Mandiant capa6
Azure Data Factory4
Copado4
Informatica4
SSIS4
Apache HTTP Server4
FHIR4
Adobe Photoshop3
Model Context Protocol2
Veeva2
Ansible2
Claude Code2
Sketch2
SolidWorks2
Adobe After Effects1
Gradle1
Cursor1
IBM MQ1

What AI and ML technologies does Labcorp use?

ChatGPT is named in 2% of job postings at Labcorp, followed by Claude (2%), GPT-4 (<1%), Llama (<1%).

ChatGPT 8 2% required in 63% · 3 open now · since Aug 2026
Claude 7 2% required in 43% · 2 open now · since Aug 2026
GPT-4 2 <1% required in 100% · 1 open now · since Nov 2026
Llama 2 <1% required in 100% · 1 open now · since Nov 2026
LLM 2 <1% optional · since Sep 2026

Which engineering practices does Labcorp ask for?

GLP is named in 18% of job postings at Labcorp, followed by Immunohistochemistry (13%), CI/CD (7%), CAPA (6%).

GLP 79 18% required in 78% · 22 open now · since Aug 2026
Immunohistochemistry 57 13% required in 91% · 26 open now · since Mar 2026
CI/CD 30 7% required in 60% · 4 open now · since Jun 2026
CAPA 27 6% required in 100% · 11 open now · since Aug 2026
Mass Spectrometry 25 6% required in 84% · 11 open now · since Aug 2026
Flow Cytometry 23 5% required in 91% · 8 open now · since Aug 2026
Machine Learning 23 5% required in 35% · 6 open now · since Jul 2026
AI Agents 16 4% required in 63% · 2 open now · since Sep 2026
Show all (51)
ETL/ELT13
Next-Generation Sequencing12
Chromatography11
Good Clinical Practice10
Incident Management10
Platform Engineering9
ELISA8
HPLC8
NLP8
Verification & Validation7
ISO 134857
RAG6
A/B Testing6
LLM Guardrails6
Prompt Engineering6
SOAP5
IAM4
Wi-Fi4
GMP4
Multi-Agent Systems4
TCP/IP4
Cell Culture3
VPN3
Agentic Workflows3
21 CFR Part 112
CMMC2
DHCP2
DNS2
Function Calling2
Hallucination2
Human-in-the-Loop2
PCR2

And 11 more, each named in fewer postings.

What does each Labcorp team work with?

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

Field & Service

86 postings
Windows3
Active Directory2

Science & Research

68 postings
GCP14
Mandiant capa4
LIMS2

Analytics

48 postings
GCP17
Power BI10
SQL8
AWS6
Databricks6
Snowflake6

Finance

37 postings
Microsoft Excel16
Alteryx4
GCP3
Power BI2

Industrial Engineering

30 postings
GCP3
Veeva2

Early Careers

30 postings
Microsoft Excel9
Power BI6
Tableau4
SQL3
Alteryx2
Python2

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How much does Labcorp pay by technology?

Median stated pay of the postings that name each technology, against the median of all Labcorp postings with stated pay: $81k across 96 postings.

TechnologyPostings with payMedianvs company median
Python13$150k+85%
AWS6$174k+115%
Azure6$174k+115%
JavaScript6$145k+79%
SQL6$138k+70%
TypeScript5$150k+85%
Angular5$150k+85%
Windows5$120k+48%

How is the Labcorp 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
PrefectNov 2026
AWS BedrockNov 2026
Amazon SageMakerNov 2026
AutoGenNov 2026
CrewAINov 2026
Function CallingNov 2026
GPT-4Nov 2026
HallucinationNov 2026
Rising
GLP0% → 18%
Immunohistochemistry7% → 13%
Mass Spectrometry0% → 6%
Power BI7% → 11%
AI Agents0% → 4%
LIMS0% → 3%
Alteryx0% → 3%
Next-Generation Sequencing0% → 3%
Falling
CI/CD29% → 6%
AWS29% → 7%
SQL29% → 9%
Terraform21% → 1%
Jenkins21% → 1%
Angular21% → 2%
TypeScript21% → 3%
Kubernetes21% → 3%

How modern is the Labcorp stack?

Cutting-edge AI adopter 82/100

Labcorp scores 82 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: 5; legacy ones: 0.

How common is the Labcorp stack in its industry?

Share of the 377 companies in the same industries, whose stack Alion knows, that use each technology.

GCP35%
Power BI20%
Python36%
SQL32%
Tableau11%
AWS23%
JavaScript21%
Java11%
Azure24%
TypeScript19%

What sets Labcorp apart

Amazon EC24%
Vue.js3%
Apex4%
Hibernate3%
API Gateway3%
Bitbucket3%
Datadog4%
Hadoop2%
Kotlin4%
Spring Framework1%

Questions about the Labcorp tech stack

What programming languages does Labcorp use?

The languages named in Labcorp job postings are Python (10%), SQL (9%), JavaScript (5%), Java (5%), TypeScript (4%), as a share of the 446 postings of the last 12 months.

Does Labcorp use Angular?

Yes. Angular is named in 13 of 446 job postings (3%) and required in 6 of them.

What cloud and platforms does Labcorp use?

The cloud and platforms named in Labcorp job postings are GCP (70), Power BI (49), Tableau (34) (postings in brackets).

What skills do you need for a Field & Service job at Labcorp?

Field & Service postings at Labcorp most often require Windows (3), Active Directory (2), out of 86 postings in the last 12 months.

Is the Labcorp tech stack changing?

Yes. Prefect, AWS Bedrock, Amazon SageMaker, AutoGen first appeared in Labcorp job postings in the last six months.

How modern is the Labcorp tech stack?

Labcorp scores 82 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: 5; legacy ones: 0.

How does Alion know the Labcorp tech stack?

Alion reads every job posting Labcorp publishes and tags the technologies each one names. The figures on this page count the 446 postings of the last 12 months and were updated on Nov 12, 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, "Labcorp tech stack: 191 technologies from 446 job postings", as of Nov 12, 2026. https://alion.io/company/labcorp/technologies

Licence: CC BY-SA 4.0JSON