Automation
Technical
Skills
01
Complete
skill
list
Every
skill
in
the
inventory
,
numbered
1–70
for
reference
.
01
Robotic
Process
Automation
(
RPA
)
02
Attended
&
Unattended
Bot
Design
03
Process
Discovery
&
Task
Mining
04
Workflow
Orchestration
05
Python
06
PowerShell
07
Bash
/
Shell
Scripting
08
JavaScript
/
TypeScript
09
Go
10
Java
11
C
# / .
NET
12
SQL
&
Query
Optimization
13
Regular
Expressions
14
YAML
/
JSON
/
XML
Configuration
15
Terraform
(
HCL
)
16
Ansible
Playbooks
17
Puppet
/
Chef
/
SaltStack
18
AWS
CloudFormation
19
Pulumi
20
Git
&
Branching
Strategy
21
CI
/
CD
Pipeline
Engineering
22
Jenkins
Pipeline
(
Groovy
)
23
GitHub
Actions
24
GitLab
CI
25
CircleCI
/
Argo
CD
26
Docker
27
Kubernetes
28
Helm
&
Kustomize
29
Serverless
/
AWS
Lambda
30
Azure
Functions
&
Logic
Apps
31
Google
Cloud
Workflows
32
Apache
Airflow
33
Prefect
/
Dagster
34
Temporal
/
Celery
35
Event
-
Driven
Architecture
(
Kafka
,
SQS
/
SNS
)
36
REST
&
GraphQL
API
Integration
37
Webhooks
&
Message
Queues
38
iPaaS
(
Workato
,
MuleSoft
,
Boomi
)
39
API
Testing
(
Postman
/
Newman
)
40
Selenium
WebDriver
41
Playwright
/
Cypress
42
Robot
Framework
43
Appium
(
Mobile
Automation
)
44
Pytest
/
JUnit
/
TestNG
45
Load
&
Performance
Testing
(
k
6,
JMeter
)
46
ETL
/
ELT
Pipeline
Development
47
dbt
&
Data
Transformation
48
Airbyte
/
Fivetran
Ingestion
49
Pandas
&
Data
Wrangling
50
Intelligent
Document
Processing
(
OCR
/
IDP
)
51
Microsoft
Power
Automate
52
Power
Apps
&
Dataverse
53
UiPath
Studio
&
Orchestrator
54
Automation
Anywhere
A
360
55
SS
&
C
Blue
Prism
56
ServiceNow
Flow
Designer
57
Jira
Automation
Rules
58
Low
-
Code
Builders
(
Zapier
,
Make
,
n
8
n
)
59
LLM
&
Agent
Orchestration
(
LangChain
,
OpenAI
API
)
60
Prompt
Engineering
for
Automation
61
Observability
&
Alerting
62
Log
Aggregation
(
ELK
,
Splunk
)
63
Secrets
Management
(
Vault
,
AWS
Secrets
Manager
)
64
Security
Scanning
&
Policy
-
as
-
Code
65
Self
-
Healing
&
Incident
Runbooks
66
Infrastructure
Health
Checks
67
Bot
Governance
&
Exception
Handling
68
Automation
ROI
&
Process
Documentation
69
Release
&
Artifact
Management
70
Test
Data
&
Environment
Management
1 / 4
02
Skills
grouped
by
domain
The
same
inventory
organized
into
16
practice
areas
,
with
the
primary
tools
used
in
each
.
RPA
&
Bot
Development
EXPERT
Design
and
govern
attended
and
unattended
bots
end
to
end
—
from
process
discovery
and
automation
blueprints
through
production
orchestration
,
queue
management
,
and
exception
handling
.
UiPath
Studio
UiPath
Orchestrator
Automation
Anywhere
A
360
SS
&
C
Blue
Prism
Power
Automate
Desktop
Task
Mining
Programming
&
Scripting
EXPERT
Write
maintainable
automation
code
across
the
languages
that
drive
bots
,
pipelines
,
and
integration
glue
—
including
error
handling
,
logging
,
and
modular
reusability
.
Python
PowerShell
Bash
JavaScript
TypeScript
Go
Java
C
# / .
NET
SQL
Regular
Expressions
CI
/
CD
&
Release
Engineering
EXPERT
Build
pipeline
-
as
-
code
from
commit
to
production
with
gated
environments
,
automated
quality
checks
,
artifact
promotion
,
and
reliable
rollback
paths
.
Jenkins
GitHub
Actions
GitLab
CI
CircleCI
Argo
CD
Azure
DevOps
Artifactory
Infrastructure
as
Code
ADVANCED
Provision
repeatable
,
versioned
infrastructure
with
plan
/
apply
review
workflows
,
state
management
,
module
reuse
,
and
drift
detection
.
Terraform
HCL
Pulumi
AWS
CloudFormation
Ansible
Terragrunt
Configuration
Management
ADVANCED
Enforce
consistent
machine
and
application
state
across
fleets
using
idempotent
playbooks
,
role
-
based
modules
,
and
encrypted
variable
stores
.
Ansible
Puppet
Chef
SaltStack
Ansible
Vault
2 / 4
Cloud
&
Serverless
Automation
ADVANCED
Automate
cloud
operations
with
event
-
driven
functions
,
managed
schedulers
,
and
stateful
workflow
services
that
react
to
operational
signals
without
manual
intervention
.
AWS
Lambda
AWS
Step
Functions
EventBridge
Azure
Functions
Azure
Logic
Apps
Google
Cloud
Workflows
Cloud
Scheduler
Workflow
Orchestration
EXPERT
Schedule
,
retry
,
and
monitor
multi
-
step
workflows
with
dependency
graphs
,
SLA
tracking
,
backfills
,
and
clear
failure
semantics
.
Apache
Airflow
Prefect
Dagster
Temporal
Celery
Cron
API
&
Integration
EXPERT
Connect
systems
through
REST
and
GraphQL
endpoints
,
webhooks
,
and
message
queues
—
handling
authentication
,
pagination
,
rate
limits
,
and
idempotency
correctly
.
REST
GraphQL
Postman
OAuth
2.0
Webhooks
Kafka
RabbitMQ
SQS
/
SNS
MuleSoft
Workato
Boomi
Test
Automation
&
QA
EXPERT
Build
and
maintain
automated
test
suites
across
web
,
mobile
,
API
,
and
performance
layers
,
wired
into
CI
gates
with
meaningful
pass
/
fail
signal
.
Selenium
Playwright
Cypress
Robot
Framework
Appium
Pytest
JUnit
TestNG
k
6
JMeter
Newman
Data
&
ETL
Automation
ADVANCED
Move
and
transform
data
on
schedule
with
tested
transformations
,
lineage
tracking
,
and
data
-
quality
checks
that
fail
loudly
rather
than
silently
.
dbt
Airbyte
Fivetran
Apache
NiFi
Talend
SSIS
Pandas
Great
Expectations
Containers
&
Orchestration
ADVANCED
Package
and
run
automation
workloads
in
containers
with
declarative
deployment
,
horizontal
scaling
,
and
runtime
secrets
injection
.
Docker
Kubernetes
Helm
Kustomize
EKS
/
AKS
/
GKE
Amazon
ECR
OpenShift
3 / 4
Observability
&
Reliability
Automation
ADVANCED
Instrument
automated
systems
with
metrics
,
logs
,
and
traces
;
automate
alert
routing
,
health
checks
,
and
self
-
healing
recovery
actions
.
Prometheus
Grafana
Datadog
ELK
Stack
Splunk
PagerDuty
Opsgenie
CloudWatch
Security
&
Compliance
Automation
ADVANCED
Bake
security
into
pipelines
:
secret
management
,
dependency
and
container
scanning
,
policy
-
as
-
code
enforcement
,
and
automated
audit
evidence
collection
.
HashiCorp
Vault
AWS
Secrets
Manager
Snyk
Trivy
SonarQube
Open
Policy
Agent
CIS
Benchmarks
Low
-
Code
&
Business
Process
Automation
ADVANCED
Automate
business
processes
on
low
-
code
platforms
with
approval
flows
,
structured
forms
,
and
native
connectors
to
the
systems
of
record
.
Power
Automate
Power
Apps
Dataverse
ServiceNow
Flow
Designer
Jira
Automation
Zapier
Make
n
8
n
Retool
AI
&
Intelligent
Automation
ADVANCED
Combine
LLMs
,
OCR
,
and
document
intelligence
with
deterministic
automation
to
handle
unstructured
inputs
and
route
exceptions
to
the
right
path
.
OpenAI
API
LangChain
Hugging
Face
Azure
Document
Intelligence
ABBYY
Tesseract
Vector
Databases
Prompt
Engineering
Automation
Governance
&
Delivery
ADVANCED
Scope
,
document
,
and
hand
over
automation
programs
with
clear
process
maps
,
defined
exception
paths
,
change
management
,
and
measurable
return
on
investment
.
Process
Discovery
BPMN
Process
Mapping
Runbook
Design
Exception
Handling
ROI
Modelling
Change
Management
Test
Data
Management
4 / 4
