Do data leaders face unique challenges as leaders?

Paul Laughlin
Paul LaughlinHelping you Maximise the Value of your Customer Insight at Laughlin Consultancy Ltd
Paul Laughlin, a talk for the MBN Technology Supper Club, 23/07/20
Leadership Development
Do Data Leaders face unique challenges as leaders?
Client-side to Agency-side
Created and lead data & analytics
teams, for all general & life
insurance businesses across
Lloyds Bank Group, over 13 years.
Added over £11m incremental
profit to bottom line annually.
Developed team of 44 & mentored
future leaders.
Background
“Helping exceptional teams master the
people side of data & analytics”
2
Why do I now spend my time mentoring
data leaders?
3
4
5
Do data leaders face different challenges
compared to other leaders?
6
How many hats/masks do you wear?
7
Tech
Leader /
Pioneer
Finance
Leader
Customer
Leader
Data
Counsel
Marketing
& Product
Leader
Sales
Leader /
Influencer
HR /
Talent
Pipeline
Leader
Knowledge
Leader /
Curator
& Artist
Strategy
Leader /
Trusted
Adviser
Any hats I’ve missed?
What have I learnt from leading & training
data, data science & analytics teams?
9
The 9 Step Model for
effective analysis
Introducing a model to explain
the Softer Skills needed at each
stage for analysts or Data
Science teams to achieve impact.
(1) Questioning to get to
the real business need
Socratic Questioning skills to get
beneath the request to what the
business really needs and how
what is delivered will be used.
(2) Planning to ensure
reliable delivery
Appropriate use of traditional
project management and/or agile
working methodologies. Learning
from the past & planning ahead.
(3) Securing buy-in from
the key players
Identifying, prioritising and
managing stakeholder relationships
to ensure you manage expectations
& communicate/collaborate well.
(4) Use appropriate data
methodology
Use of appropriate methodology
to ensure reliable repeatable
provision of appropriate data,
transformed into a format suitable
for analytical work.
(5) Use of analytical
methods to answer
question
Use of Exploratory Data Analysis,
together with appropriate
methods to answer question /
test hypothesis / produce model.
(6) Generate insights to
understand behaviour
Generation of deeper insights
into motivation and triggers for
behaviour seen in analysis, using
structured questioning &
converging evidence.
(7) Secure sign-off for
implications of findings
Navigate organisational politics
to agree the implications of
what has been learnt & how
these will be communicated to
achieve recommended action.
(8) Communicate a
compelling visual story
Use best practice storytelling
and data visualisation skills to
communicate key findings,
implications for business and
recommended action(s).
(9) Ensure action as a
result to deliver solution
Follow-up on recommendations and
influence key players to ensure
appropriate action that meets the
business need.
Plus, implement feedback loops so
you continue to learn from what
happens as a result of actions.
Inform every step with
Commercial Awareness
Ensure maintain and apply
commercial awareness to guide
each of the 9 steps.
Understanding financial
performance, key risks/issues, profit
levers, business strategy, competitor
intelligence & market changes.
9 Step Model for
effective analysis
The Softer Skills needed at each
stage for analysts or Data
Science teams to achieve impact.
A complete development programme,
including introduction and deep dive
content to develop the skills for each step.
Available as offline & online live training
from Laughlin Consultancy.
Which Softer Skills matter for leaders?
What have I learnt from mentoring data,
data science & analytics leaders?
23
Educate & Challenge
other leaders
Challenge
Team &
Others
Educate
C-Suite
on what’s
possible
‘Drum up’
suitable
Demand
Manage
Expectations
Do what matters most &
break some rules
Dare to
be
Different
Break
Rules to
make a
way
Manage
Priorities
&Time
Making
Agile
work for
you
Get to know yourself &
stakeholders better
Intentional
Stakeholder
plan (PR)
Raise Self
Awareness
(inc. EQ)
Flex style
to help
others
(inc. EQ)
‘Person
Marking’
relationship
management
Build and protect a safe
space to learn
Achieve
greater
autonomy
Bring
together
the roles
needed
Implement
Systems
&
Controls
Protect
space to
test &
learn
Stay technical but
avoid micro managing
Keep up-
to-date
with best
practice
Step back
from
hands-on
work
Learn
how to
empower
team
Protect
technical
from Perf.
Mgt. Sys.
Develop an attitude of
insight & influence
Inspire
learning
from
others
Use a
Competency
Framework
Avoid
“back
room
boffins”
Develop
a focus
on
outcomes
Develop your confidence
& long-term investment
Manage
like a
Profit
Centre
Develop
Your
Confidence
Act-up &
mentor
team to
act-up
Secure
investment
for long-
term
Role-model professional
communication
Communicate
succinctly
Find your
own
voice &
gravitas
Improve
Professional
impact
Role-model
using
visual
stories
Think outside silos and be
accountable for impact
Plan a
long-term
talent
pipeline
Influence
leaders to
take
action
Join dots
& act
beyond
silos
Hold self
& team
accountable
for impact
Be more commercially
minded than your peers
Establish
Commercial
credibility -
on the
spike
Develop
external
profile &
knowledge
Be really
interested
in your
business
Calculate &
demonstrate
an ROI
from team
34
Which data leader skills matter most?
1 of 35

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Do data leaders face unique challenges as leaders?

  • 1. Paul Laughlin, a talk for the MBN Technology Supper Club, 23/07/20 Leadership Development Do Data Leaders face unique challenges as leaders?
  • 2. Client-side to Agency-side Created and lead data & analytics teams, for all general & life insurance businesses across Lloyds Bank Group, over 13 years. Added over £11m incremental profit to bottom line annually. Developed team of 44 & mentored future leaders. Background “Helping exceptional teams master the people side of data & analytics” 2
  • 3. Why do I now spend my time mentoring data leaders? 3
  • 4. 4
  • 5. 5
  • 6. Do data leaders face different challenges compared to other leaders? 6
  • 7. How many hats/masks do you wear? 7 Tech Leader / Pioneer Finance Leader Customer Leader Data Counsel Marketing & Product Leader Sales Leader / Influencer HR / Talent Pipeline Leader Knowledge Leader / Curator & Artist Strategy Leader / Trusted Adviser
  • 8. Any hats I’ve missed?
  • 9. What have I learnt from leading & training data, data science & analytics teams? 9
  • 10. The 9 Step Model for effective analysis Introducing a model to explain the Softer Skills needed at each stage for analysts or Data Science teams to achieve impact.
  • 11. (1) Questioning to get to the real business need Socratic Questioning skills to get beneath the request to what the business really needs and how what is delivered will be used.
  • 12. (2) Planning to ensure reliable delivery Appropriate use of traditional project management and/or agile working methodologies. Learning from the past & planning ahead.
  • 13. (3) Securing buy-in from the key players Identifying, prioritising and managing stakeholder relationships to ensure you manage expectations & communicate/collaborate well.
  • 14. (4) Use appropriate data methodology Use of appropriate methodology to ensure reliable repeatable provision of appropriate data, transformed into a format suitable for analytical work.
  • 15. (5) Use of analytical methods to answer question Use of Exploratory Data Analysis, together with appropriate methods to answer question / test hypothesis / produce model.
  • 16. (6) Generate insights to understand behaviour Generation of deeper insights into motivation and triggers for behaviour seen in analysis, using structured questioning & converging evidence.
  • 17. (7) Secure sign-off for implications of findings Navigate organisational politics to agree the implications of what has been learnt & how these will be communicated to achieve recommended action.
  • 18. (8) Communicate a compelling visual story Use best practice storytelling and data visualisation skills to communicate key findings, implications for business and recommended action(s).
  • 19. (9) Ensure action as a result to deliver solution Follow-up on recommendations and influence key players to ensure appropriate action that meets the business need. Plus, implement feedback loops so you continue to learn from what happens as a result of actions.
  • 20. Inform every step with Commercial Awareness Ensure maintain and apply commercial awareness to guide each of the 9 steps. Understanding financial performance, key risks/issues, profit levers, business strategy, competitor intelligence & market changes.
  • 21. 9 Step Model for effective analysis The Softer Skills needed at each stage for analysts or Data Science teams to achieve impact. A complete development programme, including introduction and deep dive content to develop the skills for each step. Available as offline & online live training from Laughlin Consultancy.
  • 22. Which Softer Skills matter for leaders?
  • 23. What have I learnt from mentoring data, data science & analytics leaders? 23
  • 24. Educate & Challenge other leaders Challenge Team & Others Educate C-Suite on what’s possible ‘Drum up’ suitable Demand Manage Expectations
  • 25. Do what matters most & break some rules Dare to be Different Break Rules to make a way Manage Priorities &Time Making Agile work for you
  • 26. Get to know yourself & stakeholders better Intentional Stakeholder plan (PR) Raise Self Awareness (inc. EQ) Flex style to help others (inc. EQ) ‘Person Marking’ relationship management
  • 27. Build and protect a safe space to learn Achieve greater autonomy Bring together the roles needed Implement Systems & Controls Protect space to test & learn
  • 28. Stay technical but avoid micro managing Keep up- to-date with best practice Step back from hands-on work Learn how to empower team Protect technical from Perf. Mgt. Sys.
  • 29. Develop an attitude of insight & influence Inspire learning from others Use a Competency Framework Avoid “back room boffins” Develop a focus on outcomes
  • 30. Develop your confidence & long-term investment Manage like a Profit Centre Develop Your Confidence Act-up & mentor team to act-up Secure investment for long- term
  • 31. Role-model professional communication Communicate succinctly Find your own voice & gravitas Improve Professional impact Role-model using visual stories
  • 32. Think outside silos and be accountable for impact Plan a long-term talent pipeline Influence leaders to take action Join dots & act beyond silos Hold self & team accountable for impact
  • 33. Be more commercially minded than your peers Establish Commercial credibility - on the spike Develop external profile & knowledge Be really interested in your business Calculate & demonstrate an ROI from team
  • 34. 34
  • 35. Which data leader skills matter most?