Manulife tech stack

Manulife builds mostly with SQL, Python, JavaScript, Java. Its stack also includes Power BI, Azure, React.js, Spring Boot. Power BI is named in 153 of the 394 job postings Manulife published in the last 12 months (39%). Counted by Alion from the job postings of Manulife, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
254
Postings analysed
394
Open now
235
Modernity
80 /100
New in 6 months
8

What programming languages does Manulife use?

SQL is named in 32% of job postings at Manulife, followed by Python (30%), JavaScript (14%), Java (12%).

SQL 127 32% required in 81% · 71 open now · since Jan 2026
Python 119 30% required in 87% · 70 open now · since Jan 2026
JavaScript 54 14% required in 76% · 30 open now · since Apr 2026
Java 47 12% required in 74% · 28 open now · since May 2026
TypeScript 25 6% required in 76% · 12 open now · since Apr 2026
C# 22 6% required in 77% · 10 open now · since Apr 2026
Node JS 18 5% required in 67% · 6 open now · since May 2026
PowerShell 13 3% required in 46% · 5 open now · since Jun 2026
Show all (25)
Scala10
Visual Basic5
SAS4
Bash3
Groovy3
Kotlin3
R3
Apex3
C++2
PHP2
Perl2
Assembly1
COBOL1
Go1
MATLAB1
Rust1
SPSS1

What frameworks and libraries does Manulife use?

React.js is named in 7% of job postings at Manulife, followed by Spring Boot (4%), Angular (4%), LangChain (3%).

React.js 26 7% required in 69% · 12 open now · since Apr 2026
Spring Boot 17 4% required in 82% · 7 open now · since May 2026
Angular 16 4% required in 88% · 10 open now · since Apr 2026
LangChain 11 3% required in 55% · 8 open now · since Aug 2026
LangGraph 8 2% required in 75% · 5 open now · since Aug 2026
PyTorch 7 2% required in 100% · 5 open now · since Aug 2026
Scikit-learn 7 2% required in 86% · 5 open now · since Aug 2026
Hadoop 6 2% required in 67% · 5 open now · since May 2026
Show all (54)
Plotly4
ASP.NET Core4
TensorFlow4
React Native3
Selenium3
Appium3
FastAPI2
JQuery2
Matplotlib2
Playwright2
Pytest2
Redux2
Rest-Assured2
Seaborn2
Shiny2
Supervision2
TestNG2
WebDriverIO2
AutoGen2
JUnit2
Keras2
AWS Strands Agents1
Cucumber1
Cypress1
Entity Framework Core1
Flask1
LlamaIndex1
Metasploit1
Nest.JS1
Next.js1
OpenAI SDK1
OpenCV1

And 14 more, each named in fewer postings.

What databases does Manulife use?

MS SQL is named in 3% of job postings at Manulife, followed by Azure SQL Database (3%), PostgreSQL (2%), Oracle (2%).

MS SQL 13 3% required in 69% · 8 open now · since Apr 2026
Azure SQL Database 11 3% required in 91% · 7 open now · since May 2026
PostgreSQL 9 2% required in 89% · 5 open now · since Aug 2026
Oracle 9 2% required in 78% · 4 open now · since Jul 2026
MySQL 5 1% required in 60% · 3 open now · since Aug 2026
Azure Cosmos DB 4 1% required in 75% · 1 open now · since Aug 2026
Redis 3 1% required in 100% · 2 open now · since Aug 2026
Delta Lake 3 1% required in 67% · 1 open now · since Aug 2026
Show all (13)
Cassandra1
Db21
ElasticSearch1
Neo4j1
Pinecone1

What cloud and platforms does Manulife use?

Power BI is named in 39% of job postings at Manulife, followed by Azure (34%), Databricks (14%), Kubernetes (12%).

Power BI 153 39% required in 68% · 92 open now · since May 2026
Azure 135 34% required in 70% · 78 open now · since Apr 2026
Databricks 54 14% required in 72% · 32 open now · since May 2026
Kubernetes 49 12% required in 67% · 27 open now · since May 2026
Azure AKS 33 8% required in 79% · 17 open now · since May 2026
AWS 33 8% required in 64% · 22 open now · since May 2026
GitHub 31 8% required in 84% · 9 open now · since Apr 2026
Spark 28 7% required in 64% · 20 open now · since May 2026
Show all (57)
GitHub Actions24
Tableau22
GCP19
Azure DevOps17
.NET15
OpenAI11
Unix11
Bitbucket10
Linux10
New Relic10
Figma8
Copilot Studio8
Windows8
Snyk7
SonarQube6
MLFlow5
TeamCity4
GitLab3
QlikSense3
Burp Suite3
Postman3
Akamai2
BrowserStack2
GitLab CI2
Hugging Face2
Splunk2
Active Directory2
Agentforce1
Airflow1
Amazon CloudWatch1
CyberArk1
DLP1

And 17 more, each named in fewer postings.

What developer tools does Manulife use?

Microsoft Excel is named in 17% of job postings at Manulife, followed by Git (8%), Copilot (8%), Jenkins (6%).

Microsoft Excel 66 17% required in 83% · 49 open now · since Jul 2026
Git 33 8% required in 91% · 25 open now · since Apr 2026
Copilot 32 8% required in 78% · 15 open now · since Jun 2026
Jenkins 24 6% required in 83% · 11 open now · since Apr 2026
Docker 21 5% required in 71% · 11 open now · since Apr 2026
Terraform 18 5% required in 72% · 12 open now · since Jul 2026
Azure Data Factory 16 4% required in 81% · 11 open now · since Jul 2026
Rest API 10 3% required in 70% · 4 open now · since Jul 2026
Show all (41)
Alteryx10
Semantic Kernel7
pySpark6
Ansible4
Informatica4
Adobe Photoshop3
Bicep3
Model Context Protocol3
GraphQL3
Sketch2
npm2
Apache Tomcat2
Helm2
OWASP ZAP2
JMeter2
Adobe After Effects1
Canva1
Chef1
CircleCI1
Claude Code1
Drupal1
HashiCorp Vault1
JFrog Artifactory1
Maven1
Prometheus1
Puppet1
QGIS1
Vault1
WinDbg1
WordPress1
Gatling1
Swagger1

And 1 more, each named in fewer postings.

What AI and ML technologies does Manulife use?

LLM is named in 6% of job postings at Manulife, followed by BERT (<1%), ChatGPT (<1%).

LLM 24 6% required in 92% · 17 open now · since May 2026
BERT 1 <1% required in 100% · 1 open now · since Aug 2026
ChatGPT 1 <1% required in 100% · since Aug 2026

Which engineering practices does Manulife ask for?

CI/CD is named in 24% of job postings at Manulife, followed by Machine Learning (14%), AI Agents (10%), ETL/ELT (9%).

CI/CD 93 24% required in 87% · 51 open now · since Apr 2026
Machine Learning 56 14% required in 89% · 36 open now · since May 2026
AI Agents 38 10% required in 84% · 21 open now · since Jun 2026
ETL/ELT 35 9% required in 74% · 24 open now · since Jul 2026
RAG 31 8% required in 74% · 22 open now · since May 2026
Prompt Engineering 23 6% required in 91% · 16 open now · since May 2026
SLI/SLO/SLA 18 5% required in 83% · 10 open now · since May 2026
Platform Engineering 11 3% required in 100% · 3 open now · since May 2026
Show all (60)
LLM Guardrails10
Incident Management8
Embeddings8
LLMOps7
NLP6
A/B Testing5
Agentic Workflows5
IAM5
Fine-tuning5
Synthetic Data4
Anomaly Detection4
Function Calling4
GitOps4
Master Data Management3
Shift-Left3
Semantic Search3
Semantic Search3
Time Series Forecasting3
AIOps2
Human-in-the-Loop2
OCR2
SOAP2
DNS2
Edge AI2
Red Teaming2
Computer Vision1
Configuration Management1
DHCP1
Dependency Injection1
Dimensional Modeling1
Feature Store1
GAN1

And 20 more, each named in fewer postings.

What other technologies does Manulife use?

Kotlin Flow is named in <1% of job postings at Manulife.

Kotlin Flow 1 <1% optional · 1 open now · since Sep 2026

What does each Manulife team work with?

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

Finance

68 postings
Microsoft Excel26
Power BI24
Alteryx6
Python6
SQL5
Copilot3

Analytics

60 postings
Power BI27
SQL25
Python15
Azure8
Tableau8
Microsoft Excel7

Data Science

31 postings
Python26
SQL24
Azure17
Databricks15
Java10
Azure Data Factory9

Backend

29 postings
Azure16
JavaScript16
SQL14
Java11
Angular10
Azure AKS9

Operations

19 postings
Microsoft Excel6
Power BI5

Management

19 postings
Power BI5
Java2
Jenkins2

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How much does Manulife pay by technology?

Median stated pay of the postings that name each technology, against the median of all Manulife postings with stated pay: $160k across 49 postings.

TechnologyPostings with payMedianvs company median
Azure23$182k+13%
SQL18$171k+7%
Python17$167k+4%
Power BI14$130k−19%
Databricks10$136k−15%
Kubernetes8$187k+17%
AWS8$150k−6%
LLM6$211k+32%
GitHub6$191k+19%
Spark6$136k−15%

How is the Manulife 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
Master Data ManagementSep 2026
Edge AISep 2026
A/B TestingSep 2026
Visual BasicAug 2026
MatplotlibAug 2026
SeabornAug 2026
Azure Cosmos DBAug 2026
BitbucketAug 2026
Rising
Microsoft Excel0% → 18%
ETL/ELT0% → 9%
Databricks6% → 14%
Terraform0% → 5%
AI Agents6% → 10%
Azure Data Factory0% → 4%
.NET0% → 4%
PowerShell0% → 3%
Falling
Azure59% → 33%
GitHub24% → 7%
Machine Learning29% → 14%
Angular18% → 3%
Azure DevOps18% → 4%
Java24% → 11%
TypeScript18% → 6%
Jenkins18% → 6%

How modern is the Manulife stack?

Cutting-edge AI adopter 80/100

Manulife scores 80 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: 3; legacy ones: 1.

How common is the Manulife stack in its industry?

Share of the 586 companies in the same industries, whose stack Alion knows, that use each technology.

Power BI40%
Azure42%
SQL67%
Python64%
Databricks18%
JavaScript43%
Kubernetes38%
Java36%
AWS42%
Azure AKS9%

What sets Manulife apart

New Relic4%
Snyk3%
Plotly2%
TeamCity4%
Burp Suite3%

Questions about the Manulife tech stack

What programming languages does Manulife use?

The languages named in Manulife job postings are SQL (32%), Python (30%), JavaScript (14%), Java (12%), TypeScript (6%), as a share of the 394 postings of the last 12 months.

Does Manulife use React.js?

Yes. React.js is named in 26 of 394 job postings (7%) and required in 18 of them.

What cloud and platforms does Manulife use?

The cloud and platforms named in Manulife job postings are Power BI (153), Azure (135), Databricks (54) (postings in brackets).

What skills do you need for a Finance job at Manulife?

Finance postings at Manulife most often require Microsoft Excel (26), Power BI (24), Alteryx (6), Python (6), out of 68 postings in the last 12 months.

Is the Manulife tech stack changing?

Yes. Master Data Management, Edge AI, A/B Testing, Visual Basic first appeared in Manulife job postings in the last six months.

How modern is the Manulife tech stack?

Manulife scores 80 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: 3; legacy ones: 1.

How does Alion know the Manulife tech stack?

Alion reads every job posting Manulife publishes and tags the technologies each one names. The figures on this page count the 394 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, "Manulife tech stack: 254 technologies from 394 job postings", as of Sep 26, 2026. https://alion.io/company/manulife/technologies

Licence: CC BY-SA 4.0JSON