Presentation

advertisement

C op yr i g h t © 2015, S A S I ns t it ut e I nc . A ll r ight s r es er ve d .

THE IMPORTANCE OF DEVELOPING

YOUR DATA SCIENTISTS

SAS LEARNING & DEVELOPMENT

– 01 JULY 2015

HARVARD

BUSINESS REVIEW WHAT IS A DATA SCIENTIST?

Data scientists … understand how to fish out answers to important business questions from today’s tsunami of unstructured information.

Data scientists help decision makers shift from ad hoc analysis to an ongoing conversation with data.

The ability to see what was previously invisible improves operations, customer experiences and strategy.

• “Making Advanced Analytics Work for You” and “Data Scientist: The Sexiest Job of the 21 st Century”

Harvard Business Review October 2012

C op yr i g h t © 2015, S A S I ns t it ut e I nc . A ll r ight s r es er ve d .

THE

GUARDIAN

WHAT IS A DATA SCIENTIST?

Someone who can bridge the raw data and the analysis and make it accessible.

It's a democratising role; by bringing the data to the people, you make the world just a little bit better.

• http://www.theguardian.com/news/datablog/2012/mar/02/data-scientist

C op yr i g h t © 2015, S A S I ns t it ut e I nc . A ll r ight s r es er ve d .

SAS

WHAT IS A DATA SCIENTIST?

Collecting large amounts of unruly data and transforming it into a more usable format.

Solving business-related problems using data-driven techniques.

Working with a variety of programming languages, including SAS,

R and Python.

Having a solid grasp of statistics, including statistical tests and distributions.

Staying on top of analytical techniques such as machine learning, deep learning and text analytics.

Communicating and collaborating with both IT and business.

Looking for order and patterns in data, as well as spotting trends that can help a business’s bottom line.

C op yr i g h t © 2015, S A S I ns t it ut e I nc . A ll r ight s r es er ve d .

CUSTOMER

CASE STUDY

CHALLENGES FACED

Organisational perspective

Inefficient process

 analytical procedures taking four times longer

• to run than anticipated

Staff retention – 28% turnover per annum

• Slow to adopt new technologies and ways of working

• No standard or repeatable business

• process

Low employee engagement.

Individual perspective

Limited induction and technical training

• No clear role definition

• No personal development path

• No career progression

• No innovation.

C op yr i g h t © 2015, S A S I ns t it ut e I nc . A ll r ight s r es er ve d .

CUSTOMER

CASE STUDY

THE APPROACH

Discovery

Support,

Coaching &

Mentoring

Assess,

Analyse &

Benchmark

Deliver

Learning

Design &

Build

C op yr i g h t © 2015, S A S I ns t it ut e I nc . A ll r ight s r es er ve d .

CUSTOMER

CASE STUDY

THE APPROACH

• Discovery phase

Joint understanding of requirements

Document the challenges

Agree the approach

Baseline and measure the outcomes

• Assess, Analyse and Benchmark Skills

Assess the learning need

Map roles and competencies

Identify skills and competency gaps

Identify and prioritise learning interventions

Identify accreditation and certification paths

Capture baseline data.

C op yr i g h t © 2015, S A S I ns t it ut e I nc . A ll r ight s r es er ve d .

CUSTOMER

CASE STUDY

THE APPROACH

Design and Build

Document the learning strategy

Identify the Mentors

Jointly design and develop customised learning materials.

Deliver Learning

Mentor boot camp

Team building

Learning delivery and soft / business skills

Planning and structuring learning

Pre-requisite SAS skills via social learning

Targeted SAS courses using customer data and processes

Leadership, Policy and Regulatory training

Initial joint learning delivery.

C op yr i g h t © 2015, S A S I ns t it ut e I nc . A ll r ight s r es er ve d .

CUSTOMER

CASE STUDY THE APPROACH

• Reduced involvement from SAS

Providing support to the Mentors

Weekly review calls / meetings

SAS technical guidance

Learning delivery skills

Hints, tips and best practice

Ad hoc support

Programme review

Mentor succession planning and implementation

Identify additional skills and capabilities gaps

Design, develop and deliver new learning.

C op yr i g h t © 2015, S A S I ns t it ut e I nc . A ll r ight s r es er ve d .

CUSTOMER

CASE STUDY

THE APPROACH

Discovery

Support,

Coaching &

Mentoring

Assess,

Analyse &

Benchmark

Deliver

Learning

Design &

Build

C op yr i g h t © 2015, S A S I ns t it ut e I nc . A ll r ight s r es er ve d .

CUSTOMER

CASE STUDY

DEVELOPMENT PATHS &

CAREER PROGRESSION

NEW RECRUIT

Level

1

Technical skills

PROGRESSION

Level

2

Technical skills

Problem solving

Project-based assessment

PROMOTION

Level

3

Technical skills

Supervisory role

Human relations skills

Problem solving

PROGRESSION

Level

4

Technical skills

Supervisory role

Human relations skills

Solution provider

Accountability

SAS Certification

PROMOTION

Level

5

Technical skills

Managerial role

Human relations skills

Solution provider

Freedom to act

C op yr i g h t © 2015, S A S I ns t it ut e I nc . A ll r ight s r es er ve d .

CUSTOMER

CASE STUDY BENEFITS

People

Attracting new talent

Improved staff retention

Increased employee morale and engagement

Process

Improving business process through innovation

Maximise performance and productivity

Standardised skills and capabilities

Platform

Maximum exploitation of analytical tools available

Build a consistent SAS / analytical tool user community

A repeatable, structured staff development solution.

C op yr i g h t © 2015, S A S I ns t it ut e I nc . A ll r ight s r es er ve d .

IN THE UK

PUBLIC SECTOR

WHY IS THIS IMPORTANT?

High performing that flexes to demand and simplifies support

On demand SAS to tackle current and future analytical challenges

Analytics Competency Service for Government

Leading edge technology to exploit the best from the analytical community

Working cross government to maximise shared agendas to benefit the public purse

C op yr i g h t © 2015, S A S I ns t it ut e I nc . A ll r ight s r es er ve d .

SAS LEARNING &

DEVELOPMENT

WOULD YOU LIKE TO KNOW MORE?

Nigel Armstead

Delivery Manager

07881 249 259 nigel.armstead@sas.com

C op yr i g h t © 2015, S A S I ns t it ut e I nc . A ll r ight s r es er ve d .

Download