Stand out in the toughest graduate job market in years

Every graduate vacancy now draws 140 applications, the most in 30 years. But data analysts are in critical demand. We give you the skills and the proof employers look for: a coach at every stage, the Data Analyst Launch Track and an unpaid digital internship at Deeplink.

Book a free callWhat you get

Your first call is free.

Canary Wharf · Dusk

Our coaching

One coaching programme, in three parts

Every student receives all three parts, and your coach brings them together into one plan, from your first project to your first offer.

Part 1 · The core

One-to-one coaching

Your coach supports you through every stage of graduate recruitment: choosing roles, applications, online tests, interviews and assessment centres.

  • Support matched to your deadlines
  • Honest, specific feedback
  • Data analyst and data engineering roles
About our coaching

Part 2 · Training

Launch Tracks

Structured data training, starting with the Data Analyst Launch Track, with free courses and portfolio projects you can show employers.

  • The Data Analyst Launch Track
  • An optional Data Engineering upgrade
  • Free courses, with no extra cost
Explore the Launch Tracks

Part 3 · Experience

Digital internship at Deeplink

Unpaid, virtual training based on a real Deeplink brief, with feedback from Deeplink staff, to show employers what you can do.

  • 12 to 14 weeks, remote, at your own pace
  • An analyst brief, plus a 6 to 8 week engineering brief if you upgrade
  • A finished project to discuss in interviews
About the digital internship

A fixed programme fee, and a Job Payment only if you get a qualifying job. See how pricing works.

Launch Tracks

From your first project to job-ready

Start with the Data Analyst Launch Track: training with free courses, portfolio projects, an unpaid digital internship at Deeplink and coaching until you start a qualifying job. Then, if you want to go further, upgrade to data engineering.

Step 1 · Start here

Data Analyst Launch Track

Find answers in data and explain them clearly, in a role Skills England classes as in critical demand.

Training
About 170 hours
Projects
Five projects on real data, published on GitHub
Internship
A digital internship at Deeplink, over 12 to 14 weeks
Ready to apply
in about 6.5 months
Skills
ExcelSQLPower BIPythonGitHub
About the Data Analyst track

Step 2 · Upgrade, once you pass

Data Engineering upgrade

Build the pipelines and warehouses that analysts and AI tools depend on. The next step for analysts who want to become data engineers.

Training
About 160 hours, building on the SQL and Python from the analyst track
Projects
Four data pipelines, published on GitHub
Internship
A second digital internship brief, in data engineering, over 6 to 8 weeks
Ready to apply
about 4 months after you upgrade
Skills
PythonSQLDockerAirflowdbtSpark
About the upgrade

See the Launch Tracks

Why data careers

Graduate jobs are down. Data skills are in demand.

Graduate hiring fell by 8% in the Institute of Student Employers’ 2025 survey, with 140 applications for every vacancy, the most in 30 years of its data. Employers are choosier than ever, and they hire graduates who can already show the skills they need. Yet Skills England classes data analysts as an occupation in critical demand, and employers worldwide expect data roles to be among the fastest-growing jobs to 2030. Data job adverts are still well below their 2022 peak, so evidence of real skills matters.

Critical demand

Data analysts are one of 62 occupations in critical demand, out of 368, across all experience levels.

Skills England, 2025

Top 15

Data analysts and scientists are among the 15 jobs employers worldwide expect to grow fastest to 2030.

World Economic Forum, 2025

49%

Almost half of UK data and analytics job adverts on Indeed mention AI.

Indeed Hiring Lab, 2026

Our research · Last reviewed

Data analyst jobs: what the research says

Graduate hiring has fallen, but Skills England classes data analysts as in critical demand and employers worldwide expect data roles to grow. Our review of the latest research on data analyst jobs and AI.

Five key findingsEvery figure sourced

Read the research

Our research · Last reviewed

Data engineer jobs: what the research says

Data engineering pays well and is growing as a share of UK IT job adverts, but few roles are open to beginners. Our review of the latest research on data engineer jobs, pay and entry routes.

Five key findingsEvery figure sourced

Read the research

How we research

Digital internship

A digital internship at Deeplink, based on a real brief

Graduate employers want evidence that you can do the job. Our digital internship is unpaid, virtual training: a realistic brief based on Deeplink’s work, feedback from Deeplink staff, and a finished project to talk about in interviews.

About the digital internship
Data analysis
An analysis and dashboard that answers a real business question, using sample or past data
Data engineering
An automated, tested data pipeline built on public data
Nathan Wilson

Who you will work with

Nathan Wilson, founder and director

Nathan founded Deeplink, a research and innovation consultancy, in 2021, and leads Deeplink Coaching. He has tutored university students in engineering, finance and modelling since 2014.

Education
MEng Mechanical Engineering, University of Cambridge (First Class)
Founded Deeplink
2021
Tutoring university students since
2014
Based in
Leeds
More about Nathan and Deeplink Coaching

Guides

Free guides to graduate recruitment

Practical, sourced guides to how employers hire, written for UK students and graduates.

What happens at a graduate assessment centre?

What to expect on the day, how assessors score you, and how to prepare for group exercises, case studies, presentations and interviews.

3 min read

All guides

FAQ

Questions people ask

Who is Deeplink Coaching for?

University students and recent graduates in the UK who want a graduate job in data, and career changers moving into data.

How much does it cost?

A fixed programme fee, plus a Job Payment only if you get a qualifying job, as shown on our pricing page. Your first 30-minute call is free, and there is no obligation to go ahead.

How do the three parts fit together?

Our coaching programme includes all three: a coach at every stage, the Data Analyst Launch Track with structured training and projects, and an unpaid digital internship at Deeplink, a training project based on a real Deeplink brief. Once you pass, you can upgrade to data engineering.

What is the digital internship at Deeplink?

A 12 to 14 week virtual training programme, included in the Data Analyst Launch Track, based on a real brief from Deeplink, with feedback from Deeplink staff. It is part of your training, not a job, and it is unpaid, so the focus stays on what you learn and can show employers. The Data Engineering upgrade adds a second, 6 to 8 week brief in data engineering.

Do you guarantee a job?

No. No one can honestly guarantee a job. We give you honest feedback, help you prepare thoroughly, and support you while you apply.

Can parents get in touch?

Yes. Parents and guardians often contact us first. We then speak with the student or graduate directly, and share details with you only if they agree.

We are currently at capacity

Book a free 30-minute call

Email us with where you are and what you need, and we will arrange a time to talk. There is no obligation to go ahead. You can still book a call to register your interest in a future round.

Book a free call