Continuous
Learning
—
Professional
Goals
1 / 10
01
Skills
Inventory
The
list
of
capabilities
worth
building
over
the
next
twelve
months
,
grouped
by
area
and
marked
with
an
honest
current
level
.
Anything
marked
developing
is
a
gap
that
a
goal
below
is
designed
to
close
.
TEC HNIC AL
&
DIGITAL
6
skills
Cloud
architecture
—
AWS
Proficient
Comfortable
with
S
3,
EC
2
and
IAM
for
day
-
to
-
day
work
;
thin
on
VPC
networking
,
resilience
patterns
and
cost
modelling
.
Python
for
data
work
Proficient
pandas
and
NumPy
for
reporting
,
but
still
copy
-
pasting
snippets
instead
of
writing
reusable
functions
and
tests
.
SQL
&
data
modelling
Proficient
Joins
,
CTEs
and
window
functions
are
solid
;
query
tuning
and
schema
design
need
deliberate
practice
.
Automation
&
scripting
Developing
Bash
and
GitHub
Actions
enough
to
schedule
work
,
not
enough
to
build
anything
another
person
could
maintain
.
AI
tooling
&
prompt
design
Developing
Calling
LLM
APIs
for
drafting
,
summarising
and
triage
;
no
grounding
,
evaluation
or
guardrail
practice
yet
.
Front
-
end
fundamentals
Developing
HTML
and
CSS
are
fine
;
JavaScript
is
just
short
of
shipping
a
small
internal
tool
without
help
.
2 / 10
ANALYTIC AL
&
S TRATEGIC
4
skills
Structured
problem
solving
Strong
MECE
framing
,
issue
trees
and
hypothesis
-
first
analysis
—
the
default
way
problems
get
broken
down
today
.
Financial
literacy
Developing
Can
read
a
P
&
L
line
by
line
;
cannot
yet
build
a
unit
-
economics
or
budget
model
from
scratch
.
Experiment
design
&
measurement
Proficient
A
/
B
tests
,
sample
sizing
and
reading
significance
correctly
—
with
a
habit
of
over
-
trusting
small
samples
.
Market
&
competitor
research
Proficient
Segment
sizing
,
mapping
alternatives
and
writing
a
competitive
brief
that
someone
actually
uses
.
C OMMU NIC ATION
&
INFL U ENC E
4
skills
Executive
writing
Strong
One
-
page
memos
and
decision
docs
that
state
the
ask
first
and
keep
the
reasoning
underneath
it
.
Presentation
&
storytelling
Proficient
Narrative
structure
and
slide
craft
are
reliable
;
handling
hostile
questions
under
pressure
is
not
.
Facilitation
Developing
Workshops
and
retros
that
end
with
named
owners
and
dates
—
occasionally
,
not
consistently
.
Stakeholder
management
Proficient
Mapping
interests
and
managing
up
;
still
slow
to
disagree
publicly
without
softening
the
point
away
.
3 / 10
L EADERS HIP
&
PEOPL E
4
skills
Coaching
&
feedback
Developing
Feedback
is
specific
and
timely
when
it
happens
;
the
hard
conversations
get
postponed
more
than
they
should
.
Delegation
&
prioritisation
Proficient
Handing
over
outcomes
rather
than
tasks
,
and
protecting
focus
time
against
meeting
creep
.
Hiring
&
interviewing
Developing
Structured
interviews
and
scorecards
;
no
experience
running
a
full
loop
or
a
debrief
calibration
.
Change
management
Developing
Bringing
a
team
through
a
process
or
tooling
change
without
losing
the
first
fortnight
to
friction
.
BU S INES S
&
C OMMERC IAL
3
skills
Product
strategy
&
roadmapping
Proficient
Problem
framing
,
sequencing
and
saying
no
—
strongest
when
the
trade
-
offs
are
visible
in
writing
.
Vendor
&
contract
negotiation
Developing
Can
hold
a
renewal
conversation
on
price
;
scope
,
SLAs
and
exit
terms
still
get
accepted
as
drafted
.
Pricing
&
packaging
Developing
Value
metrics
,
tier
design
and
willingness
-
to
-
pay
research
—
read
about
,
never
run
.
4 / 10
PERS ONAL
EFFEC TIVENES S
6
skills
Deep
work
&
time
blocking
Proficient
Two
uninterrupted
blocks
a
day
is
the
standard
;
holidays
and
crunch
weeks
are
where
the
habit
breaks
.
Note
-
making
&
knowledge
systems
Proficient
An
Obsidian
vault
that
gets
reused
,
though
roughly
a
third
of
the
notes
are
never
opened
again
.
Public
speaking
Developing
Comfortable
to
about
fifteen
people
;
beyond
that
,
the
slides
start
doing
the
talking
.
Language
—
Spanish
Developing
Roughly
B
1:
conversational
for
travel
and
small
talk
,
not
yet
for
negotiation
or
technical
detail
.
Mentoring
others
Developing
Informal
advice
given
often
;
a
structured
mentee
relationship
with
a
written
plan
has
not
happened
yet
.
Written
reflection
Proficient
A
weekly
review
that
captures
what
worked
and
what
did
not
,
in
under
300
words
.
5 / 10
02
Continuous
Learning
Goals
Ten
goals
,
each
tied
to
a
skill
above
and
each
with
a
measure
that
can
be
verified
rather
than
felt
.
Anything
without
a
date
and
a
piece
of
evidence
does
not
belong
on
this
list
.
01
Earn
the
AWS
Certified
Solutions
Architect
–
Associate
Q
1–
Q
2 2026
Why
:
infrastructure
decisions
currently
queue
behind
the
platform
team
.
The
certification
plus
hands
-
on
labs
would
let
me
design
and
review
my
own
.
SUCCESS
MEASURE
Exam
passed
on
the
first
attempt
,
with
practice
scores
holding
above
85%
for
two
weeks
beforehand
.
INVEST MENT
4
hrs
/
week
for
12
weeks
·
$
180
exam
fee
FIRST
ST EP
Book
the
20
June
2026
exam
slot
this
week
,
so
the
deadline
exists
before
the
study
plan
does
.
02
Complete
the
Google
Advanced
Data
Analytics
certificate
Jan
–
Sep
2026
Why
:
reporting
work
stops
at
descriptive
statistics
.
The
programme
covers
regression
,
forecasting
and
model
evaluation
properly
.
SUCCESS
MEASURE
Certificate
issued
,
and
the
capstone
rewritten
as
a
six
-
page
internal
case
study
that
gets
presented
to
the
team
.
INVEST MENT
3
hrs
/
week
across
six
months
(
finish
by
30
September
2026)
FIRST
ST EP
Enrol
and
finish
Course
1
within
the
first
fortnight
.
03
Automate
one
recurring
task
every
month
Monthly
·
all
year
Why
:
roughly
six
hours
a
month
disappear
into
copy
-
paste
work
.
Scripts
hold
the
gain
better
than
good
intentions
do
.
SUCCESS
MEASURE
12
automations
shipped
,
at
least
6
hrs
/
month
of
manual
work
removed
,
each
one
documented
in
the
vault
.
INVEST MENT
2
hrs
/
week
FIRST
ST EP
Log
every
repetitive
task
for
one
week
,
then
start
with
the
one
that
runs
most
often
.
6 / 10
04
Publish
one
technical
write
-
up
a
month
Monthly
·
all
year
Why
:
writing
is
the
fastest
way
to
find
the
gaps
in
my
own
understanding
,
and
a
public
body
of
work
compounds
while
internal
memos
do
not
.
SUCCESS
MEASURE
12
posts
published
,
each
700
words
or
more
,
on
a
personal
blog
with
a
monthly
email
summary
.
INVEST MENT
3
hrs
per
post
FIRST
ST EP
Choose
the
topic
list
for
the
first
quarter
and
publish
post
one
by
31
January
.
05
Read
eight
books
—
two
per
quarter
Quarterly
Why
:
a
steady
reading
rhythm
beats
a
January
sprint
that
dies
in
February
.
SUCCESS
MEASURE
Eight
books
finished
,
each
with
a
200-
word
note
referenced
at
least
once
afterwards
.
INVEST MENT
20
minutes
a
day
FIRST
ST EP
Start
with
Thinking
in
Systems
(
Donella
Meadows
)
and
The
Making
of
a
Manager
(
Julie
Zhuo
)
this
quarter
.
06
Mentor
two
colleagues
on
a
fortnightly
rhythm
From
Q
1 2026
Why
:
teaching
is
the
quickest
route
from
“
I
know
this
”
to
“
I
can
explain
why
it
works
”.
SUCCESS
MEASURE
24
sessions
logged
across
the
year
;
both
mentees
hold
a
written
development
plan
by
the
end
of
Q
1.
INVEST MENT
2
hrs
/
month
FIRST
ST EP
Ask
two
people
this
month
and
agree
a
recurring
fortnightly
slot
.
07
Speak
at
one
industry
meetup
or
conference
Q
2 2026
Why
:
presenting
to
strangers
exposes
weak
arguments
faster
than
any
internal
review
ever
will
.
SUCCESS
MEASURE
One
talk
delivered
to
50
or
more
people
,
with
the
recording
archived
and
the
slides
published
.
INVEST MENT
8
hrs
of
preparation
across
six
weeks
FIRST
ST EP
Submit
a
200-
word
abstract
to
two
local
meetups
by
31
March
2026.
7 / 10
08
Move
Spanish
from
B
1
to
B
2
Rolling
· 12
months
Why
:
a
second
language
is
the
slowest
skill
on
this
list
and
the
one
most
likely
to
be
quietly
dropped
.
SUCCESS
MEASURE
B
2
assessment
passed
,
and
a
twenty
-
minute
conversation
held
without
switching
back
to
English
.
INVEST MENT
3
lessons
a
week
plus
15
minutes
of
daily
practice
FIRST
ST EP
Book
a
first
italki
lesson
this
week
to
establish
the
baseline
properly
.
09
Facilitate
one
cross
-
team
workshop
per
quarter
Quarterly
Why
:
facilitation
is
learned
in
the
room
.
Reading
about
it
changes
nothing
.
SUCCESS
MEASURE
Four
workshops
run
,
feedback
at
4
out
of
5
or
better
,
and
a
written
decision
or
plan
after
each
.
INVEST MENT
3
hrs
per
workshop
,
including
design
and
follow
-
up
FIRST
ST EP
Volunteer
to
run
the
next
quarterly
planning
retrospective
.
10
Spend
the
full
annual
learning
budget
Tracked
quarterly
Why
:
an
unspent
budget
is
the
clearest
signal
that
learning
is
an
intention
rather
than
a
commitment
.
SUCCESS
MEASURE
$
1,200
allocated
and
spent
across
the
year
,
reviewed
line
by
line
each
quarter
.
INVEST MENT
30
minutes
a
quarter
to
track
and
reallocate
FIRST
ST EP
Open
the
tracker
and
log
the
first
three
purchases
.
8 / 10
03
Review
Rhythm
Goals
fail
on
cadence
far
more
often
than
on
ambition
.
Four
fixed
checkpoints
keep
the
list
honest
.
WEEKLY
·
FRIDAY
, 30
MIN
Log
and
reset
Fifteen
minutes
on
what
was
actually
learned
,
then
two
focus
blocks
booked
into
next
week
'
s
calendar
before
closing
the
laptop
.
MONT HLY
·
FIRST
MONDAY
, 60
MIN
Progress
and
deep
-
dive
Goal
-
by
-
goal
progress
check
,
one
90-
minute
skill
deep
-
dive
scheduled
for
the
month
,
and
the
write
-
up
moved
from
outline
to
draft
.
QUART ERLY
·
LAST
WEEK
, 90
MIN
Score
and
re
-
scope
Every
goal
marked
green
,
amber
or
red
.
Anything
red
twice
in
a
row
gets
killed
or
rewritten
,
not
carried
forward
out
of
loyalty
.
ANNUALLY
·
DECEMBER
Rewrite
the
inventory
The
skills
list
is
rewritten
from
scratch
:
mastered
skills
retired
,
two
new
areas
added
for
the
coming
year
,
budget
reset
.
9 / 10
04
Budget
&
Resources
Where
the
money
goes
and
what
it
buys
.
Everything
below
is
already
accounted
for
in
the
annual
learning
budget
.
ANNU AL
BU DGET
2026
Courses
&
certifications
$
600
Books
&
subscriptions
$
200
Conferences
&
travel
$
300
Exam
fees
&
assessments
$
100
Total
committed
$
1,200
C ORE
RES OU RC ES
6
tools
AWS
Skill
Builder
Hands
-
on
labs
and
exam
-
style
practice
questions
for
the
associate
certification
.
Coursera
Google
Advanced
Data
Analytics
and
the
IBM
Data
Science
track
as
a
fallback
.
italki
45-
minute
conversational
Spanish
lessons
,
three
times
a
week
.
Obsidian
The
vault
holding
notes
,
reading
summaries
,
automation
docs
and
weekly
reviews
.
O
'
Reilly
Technical
books
and
live
courses
,
used
mainly
for
Python
and
cloud
reference
.
Local
meetups
Monthly
data
and
product
communities
—
the
practice
ground
for
the
Q
2
talk
.
10 / 10