A tailored course, built for your situation
The next role: principal data scientist, not senior
A tailored path from senior contributor to principal-level impact in data science organizations
$199 one-time
24-hour access provisioning
30-day money-back guarantee
Hand-built implementation playbook
12 modules. 12 chapters per module. 144 chapters total.
12 modules, each with 12 chapters (144 chapters total), text-based, plus downloadable templates and a hand-built implementation playbook delivered alongside course access.
The situation this course is for
Who this is for
Senior individual contributor in data science, delivering rigorous technical work but not yet consistently shaping strategy or operating beyond team boundaries
Who this is not for
Managers focused on team leadership, executives setting org direction, or entry-level scientists still building core technical skills
What you walk away with
- Articulate a strategic data narrative that resonates with business leaders
- Design reusable analysis frameworks adopted by peers
- Position technical work as foundational to product or operational outcomes
- Command influence across product, engineering, and analytics peers
- Build a promotion-ready portfolio of high-visibility contributions
The 12 modules (with all 144 chapters)
Module 1. From output to influence
Shift focus from isolated analyses to work that changes how teams operate, starting with identifying high-leverage opportunities within existing workflows.
12 chapters in this module
- Defining influence beyond citations
- Mapping decision touchpoints
- Finding amplification points
- Matching insight to action
- Timing narrative releases
- Creating shareable moments
- Designing for adoption
- Using language that sticks
- Avoiding expert isolation
- Linking to known goals
- Anchoring on current projects
- Reframing reactive work
Module 2. Strategic framing without authority
Frame technical work as essential to business outcomes by aligning with leadership priorities, not just technical correctness.
12 chapters in this module
- Reading between roadmap lines
- Identifying unspoken needs
- Connecting models to metrics
- Translating accuracy to value
- Positioning as enabler
- Avoiding 'should' arguments
- Using peer validation
- Reinventing old results
- Framing tradeoffs clearly
- Highlighting downstream impact
- Naming future states
- Owning narrative arcs
Module 3. Building cross-functional trust
Earn credibility with product and engineering teams by designing collaborations that respect their constraints and enhance their outcomes.
12 chapters in this module
- Starting with their goals
- Asking better intake questions
- Reducing friction loops
- Delivering ahead of ask
- Anticipating edge cases
- Documenting for reuse
- Using their terminology
- Showing escalation paths
- Protecting their timelines
- Clarifying ownership
- Closing feedback gaps
- Celebrating joint wins
Module 4. Repeatable frameworks over one-offs
Replace custom analyses with adaptable templates that compound value across teams and cycles.
12 chapters in this module
- Spotting pattern opportunities
- Naming common problems
- Designing modular inputs
- Standardizing assumptions
- Creating version triggers
- Documenting evolution paths
- Embedding guardrails
- Using visual taxonomies
- Indexing for search
- Packaging for onboarding
- Linking to playbooks
- Measuring reuse rates
Module 5. Positioning for principal tracks
Structure work to meet promotion criteria for principal roles, even without direct reporting lines.
12 chapters in this module
- Reading promotion ladders
- Reverse-engineering expectations
- Framing scope as org-level
- Demonstrating force multiplication
- Creating cross-team standards
- Leading without mandate
- Documenting ripple effects
- Tracking adoption metrics
- Gathering peer testimonials
- Aligning to strategic themes
- Timing visibility moments
- Building promotion narratives
Module 6. Narrative engineering
Craft compelling stories around data that shift perspectives and drive action, even in skeptical audiences.
12 chapters in this module
- Starting with surprise
- Using contrast effectively
- Simplifying without losing nuance
- Naming the 'so what'
- Linking to known pains
- Avoiding jargon drift
- Creating visual anchors
- Sequencing revelations
- Using analogies wisely
- Rehearsing delivery
- Anticipating pushback
- Designing for replay
Module 7. Influence through documentation
Turn reports into assets that circulate independently and shape decisions beyond the initial audience.
12 chapters in this module
- Writing for skimmers
- Designing self-explaining visuals
- Creating standalone sections
- Using title-driven logic
- Adding decision footnotes
- Versioning for clarity
- Indexing for search
- Embedding next steps
- Optimizing for sharing
- Reducing interpretation load
- Naming assumptions
- Highlighting reversibility
Module 8. Strategic visibility
Place work in forums and formats that attract attention from leaders without self-promotion.
12 chapters in this module
- Choosing high-signal venues
- Timing releases wisely
- Tagging strategically
- Using quiet channels
- Leveraging existing meetings
- Creating reference moments
- Designing for reuse
- Allowing organic spread
- Avoiding noise traps
- Measuring reach quality
- Tracking citation patterns
- Positioning as default source
Module 9. Autonomy in ambiguity
Take ownership of loosely defined problems and turn them into structured opportunities for impact.
12 chapters in this module
- Reframing vague asks
- Setting boundaries early
- Defining success collaboratively
- Identifying safe experiments
- Prototyping fast
- Naming constraints honestly
- Asking better scoping questions
- Avoiding perfection traps
- Shipping version zero
- Gathering directional feedback
- Iterating on purpose
- Closing with learning
Module 10. Decision-ready analysis
Structure outputs so leaders can act immediately, reducing back-and-forth and increasing trust in data teams.
12 chapters in this module
- Starting with options
- Clarifying tradeoffs
- Quantifying uncertainty
- Highlighting action triggers
- Using plain-language summaries
- Adding confidence labels
- Showing sensitivity ranges
- Naming assumptions
- Revealing data limits
- Suggesting next steps
- Anticipating follow-ups
- Designing for delegation
Module 11. Scaling personal impact
Multiply influence by designing work others can build upon, not just consume.
12 chapters in this module
- Creating extension points
- Naming design principles
- Documenting evolution paths
- Building plug-in frameworks
- Using interoperable formats
- Indexing for reuse
- Teaching through design
- Reducing setup cost
- Encouraging remixing
- Tracking derivative work
- Recognizing contributors
- Rewarding adaptation
Module 12. The principal-level portfolio
Curate a body of work that demonstrates readiness for promotion, combining technical excellence with strategic reach.
12 chapters in this module
- Selecting high-impact pieces
- Theming across projects
- Showing progression
- Adding narrative context
- Highlighting adoption
- Demonstrating influence
- Quantifying ripple effects
- Including peer validation
- Framing scope growth
- Showing leadership without title
- Connecting to business outcomes
- Preparing for review packets
How this maps to your situation
- After completing a high-visibility project
- When stepping into a cross-functional initiative
- Before promotion cycles
- When designing reusable systems
Before vs. after
Before
Delivering strong technical work that stays within team boundaries
After
Shaping decisions across product and engineering through strategically framed insights
What's included with your purchase
- 12 modules with 12 chapters each (144 chapters)
- Downloadable templates and worked examples for every module
- Hand-built implementation playbook delivered alongside course access
- 30-day money-back guarantee
Delivery and format
- Course and learning environment access provisioned within 24 hours of purchase
- Hand-built implementation playbook delivered alongside course access
Format: Text-based modules and chapters in the Art of Service learning environment, plus downloadable templates and worked examples for every chapter, plus the hand-built implementation playbook delivered alongside course access.
Time investment: Approximately 3-4 hours per module, designed to be completed alongside regular work over 6-8 weeks.
How this compares to the alternatives
Unlike generic leadership courses or technical upskilling, this program focuses specifically on the transition from senior individual contributor to principal-level influence, without requiring management responsibilities.
Frequently asked
Who is this course for?
Senior data scientists aiming to move into principal-level roles by expanding influence beyond technical excellence.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Does this course require coding?
No, this focuses on strategic positioning, communication, and influence, not technical implementation.
$199 one-time. Approximately 3-4 hours per module, designed to be completed alongside regular work over 6-8 weeks..
Within 24 hours your account in the learning environment is provisioned and the tailored implementation playbook is delivered alongside it.
30-day money-back guarantee·
144 chapters·
Hand-built playbook included·
Account access within 24 hours