Industrial
Engineering
—
Technical
Skills
01
Work
Measurement
&
Time
Study
6
SKILLS
02
Methods
&
Process
Engineering
7
SKILLS
03
Lean
&
Continuous
Improvement
9
SKILLS
04
Quality
Engineering
&
Applied
Statistics
9
SKILLS
Time
&
Motion
Study
MTM
-1,
MOST
and
MODAPTS
element
libraries
Stopwatch
Time
Studies
Continuous
,
snapback
and
work
sampling
methods
Standard
Time
&
Allowances
Rating
factors
and
PFD
allowance
application
Predetermined
Motion
Time
Systems
Synthesised
standards
set
without
a
stopwatch
Learning
Curve
Analysis
Wright
and
Crawford
models
for
ramp
planning
Labour
Standards
&
Utilisation
Earned
hours
,
efficiency
and
direct
-
labour
variance
Process
Mapping
SIPOC
,
swimlane
and
spaghetti
diagrams
Value
Stream
Mapping
Current
-
state
and
future
-
state
with
kaizen
bursts
Line
Balancing
&
Takt
Time
Cycle
-
time
levelling
against
customer
demand
Bottleneck
&
Constraint
Analysis
Throughput
,
WIP
and
capacity
gap
sizing
Methods
Improvement
Operation
analysis
,
work
simplification
,
motion
economy
SMED
/
Setup
Reduction
Converting
internal
elements
to
external
SOP
&
Work
Instruction
Design
Standardised
documentation
with
visual
aids
5
S
Workplace
Organisation
Sort
,
set
,
shine
,
standardise
,
sustain
audits
Kanban
&
Pull
Systems
Supermarket
sizing
,
card
counts
,
bin
replenishment
Just
-
in
-
Time
Production
Levelled
scheduling
and
demand
-
linked
flow
Waste
Elimination
(
Muda
)
TIMWOODS
identification
and
countermeasures
A
3
Problem
Solving
&
PDCA
Structured
coaching
and
countermeasure
tracking
Root
Cause
Analysis
5
Whys
,
fishbone
and
fault
tree
methods
Poka
-
Yoke
Error
-
proofing
devices
and
detection
-
vs
-
prevention
design
Total
Productive
Maintenance
OEE
tracking
,
autonomous
maintenance
,
planned
upkeep
Hoshin
Kanri
X
-
matrix
catchball
and
annual
breakthrough
planning
Statistical
Process
Control
X
̄-
R
,
X
̄-
s
,
p
,
np
,
c
and
u
control
charts
Process
Capability
Analysis
Cp
,
Cpk
,
Pp
,
Ppk
and
non
-
normal
capability
Design
of
Experiments
Full
factorial
,
fractional
and
response
surface
designs
Measurement
System
Analysis
Gage
R
&
R
,
bias
,
linearity
and
stability
studies
Acceptance
Sampling
ANSI
/
ASQ
Z
1.4
and
Z
1.9
plans
with
OC
curves
Six
Sigma
DMAIC
/
DMADV
Define
-
to
-
control
toolset
for
variation
reduction
FMEA
Design
and
process
FMEA
with
RPN
/
action
priority
Quality
System
Auditing
ISO
9001,
IATF
16949,
AS
9100
requirements
Tolerance
Stack
-
Up
Analysis
Worst
-
case
,
statistical
RSS
and
Monte
Carlo
1 / 3
05
Production
Planning
&
Inventory
Control
8
SKILLS
06
Supply
Chain
&
Logistics
8
SKILLS
07
Facilities
Planning
&
Material
Handling
7
SKILLS
08
Ergonomics
&
Human
Factors
6
SKILLS
09
Simulation
,
Modelling
&
Optimisation
7
SKILLS
Master
Production
Scheduling
MPS
,
available
-
to
-
promise
and
time
-
fence
management
MRP
/
MRP
II
BOM
explosion
,
netting
,
lot
sizing
,
lead
-
time
offsets
Capacity
Requirements
Planning
Load
profiles
and
finite
vs
.
infinite
capacity
models
Sales
&
Operations
Planning
Demand
/
supply
consensus
and
monthly
re
-
planning
Demand
Forecasting
Moving
average
,
Holt
-
Winters
,
regression
,
MAPE
tracking
Inventory
Classification
ABC
,
XYZ
and
critical
-
item
segmentation
EOQ
&
Safety
Stock
Reorder
points
,
service
levels
,
cycle
-
stock
policy
Theory
of
Constraints
Drum
-
Buffer
-
Rope
scheduling
and
buffer
management
Supply
Chain
Network
Design
DC
location
,
flow
modelling
,
landed
-
cost
optimisation
Warehouse
Layout
&
Slotting
Pick
-
path
design
,
golden
zone
,
velocity
slotting
Transportation
Optimisation
Mode
selection
,
route
sequencing
,
load
building
Supplier
Evaluation
Scorecards
,
audit
programmes
,
dual
-
sourcing
strategy
Strategic
Sourcing
Category
strategy
,
RFQ
/
RFP
development
,
negotiation
prep
Incoterms
&
Trade
Documentation
Customs
classification
,
origin
rules
,
export
paperwork
Total
Cost
of
Ownership
Landed
,
carrying
and
quality
cost
modelling
3
PL
Management
KPI
/
SLA
governance
and
contract
performance
reviews
Plant
Layout
Design
Product
,
process
,
cellular
and
fixed
-
position
layouts
Systematic
Layout
Planning
Relationship
charts
,
space
allocation
,
block
plans
From
-
To
Charts
Flow
intensity
matrices
and
travel
-
distance
analysis
Material
Handling
Equipment
AGVs
,
AS
/
RS
,
conveyors
,
lift
-
truck
fleet
sizing
Space
&
Flow
Analysis
Area
requirements
,
aisle
widths
,
dock
planning
Layout
Optimisation
Algorithms
CRAFT
,
CORELAP
and
ALDEP
heuristics
Utility
&
Service
Planning
Power
,
compressed
air
,
water
and
waste
routing
Anthropometric
Design
Percentile
data
for
reach
,
clearance
and
adjustability
NIOSH
Lifting
Equation
RWL
and
LI
calculation
for
manual
handling
tasks
Posture
Risk
Assessment
RULA
,
REBA
and
OWAS
body
screening
tools
Workstation
Design
Reach
envelopes
,
work
height
,
tool
presentation
Cognitive
&
Human
Error
Analysis
HEART
,
SHERPA
and
mental
workload
assessment
Shift
Design
&
Fatigue
Management
Rosters
,
recovery
cycles
and
alertness
risk
Discrete
-
Event
Simulation
Arena
,
FlexSim
,
Simul
8
and
AnyLogic
modelling
Monte
Carlo
Simulation
Risk
ranges
,
random
inputs
,
output
distributions
Linear
&
Integer
Programming
Solver
,
Gurobi
and
CPLEX
problem
formulation
Queueing
Theory
M
/
M
/
c
and
priority
queues
,
service
-
level
estimation
Network
Optimisation
Shortest
path
,
min
-
cost
flow
,
transshipment
models
Digital
Twin
Development
Live
model
sync
to
shop
-
floor
data
streams
Simulation
Experiment
Design
Warm
-
up
periods
,
replication
counts
,
confidence
intervals
2 / 3
10
Data
Analytics
&
Statistical
Computing
7
SKILLS
11
Cost
&
Financial
Engineering
6
SKILLS
12
Manufacturing
Systems
&
Automation
8
SKILLS
13
Project
Delivery
,
Safety
&
Compliance
7
SKILLS
Python
pandas
,
NumPy
,
SciPy
,
statsmodels
,
scikit
-
learn
R
tidyverse
,
forecasting
and
experimental
design
packages
SQL
Query
design
,
joins
,
window
functions
,
data
modelling
Power
BI
/
Tableau
KPI
dashboards
,
DAX
measures
,
drill
-
down
reporting
Excel
(
Advanced
)
Power
Query
,
Solver
,
PivotTables
,
VBA
automation
Minitab
&
JMP
DOE
,
control
charts
,
capability
and
regression
analysis
Predictive
Analytics
Regression
,
classification
and
predictive
maintenance
models
Activity
-
Based
Costing
Driver
identification
and
per
-
unit
cost
traceability
Cost
-
Benefit
&
Break
-
Even
Analysis
Payoff
period
and
margin
-
of
-
safety
evaluation
Capital
Investment
Appraisal
NPV
,
IRR
,
MARR
hurdle
rates
and
sensitivity
cases
Make
-
vs
-
Buy
Analysis
Fixed
/
variable
cost
crossover
and
outsourcing
models
Standard
Costing
&
Variance
Analysis
Material
,
labour
and
overhead
variance
investigation
Should
-
Cost
Modelling
Bottom
-
up
cost
builds
for
negotiation
leverage
CAD
& 3
D
Modelling
SolidWorks
,
AutoCAD
,
Creo
with
GD
&
T
literacy
Computer
-
Aided
Process
Planning
Routing
generation
and
feature
-
based
planning
CNC
&
Machining
Fundamentals
Cutting
parameters
,
fixture
design
,
cycle
estimation
Robotic
Cell
Design
Reach
study
,
end
-
effector
selection
,
cycle
verification
PLC
&
Industrial
Controls
Ladder
logic
,
HMI
and
SCADA
integration
basics
Manufacturing
Execution
Systems
Work
-
order
tracking
,
traceability
,
OEE
data
capture
Industry
4.0 /
IIoT
Sensor
selection
,
edge
data
,
MQTT
and
OPC
-
UA
pipelines
Additive
Manufacturing
DFAM
rules
,
print
orientation
,
post
-
processing
planning
Project
Scheduling
CPM
,
PERT
,
Gantt
charts
and
resource
levelling
Project
Delivery
Frameworks
PMBOK
processes
and
Agile
/
Scrum
for
operations
work
Change
Management
ADKAR
,
stakeholder
mapping
and
adoption
planning
OSHA
Compliance
&
Job
Hazard
Analysis
Lockout
/
tagout
,
hazard
registers
,
incident
review
ISO
45001
Occupational
health
and
safety
management
systems
Environmental
Compliance
ISO
14001,
air
and
water
permits
,
waste
reporting
Value
Engineering
Function
analysis
,
alternative
generation
,
cost
-
to
-
worth
3 / 3
