Session Kit: Module 24: Career Pathways and Graduate School Preparation
Everything needed to run Module 24 as a taught session: prep, timing, materials, misconceptions, rubric.
Generated from modules/module24.md. Edit the module page, not this file.
At a glance
| Duration | 4 hours |
| Capability target | Produce a 12-month pathway plan (skills, applications, mentoring actions) with explicit fit criteria and decision checkpoints. Operationally: you can name two or three realistic next steps and say what evidence each requires, you have written the actual outreach messages rather than planning to, and every deadline that gates a step is in a calendar with its lead time attached. |
| Learners leave with | Fit matrix |
Before you walk in
- You can state the capability target in one sentence without reading it.
- You have one worked example you will narrate, including where you are unsure.
- Data access works — accounts, viewer, notebook — verified today, not last week.
- The rubric is visible to learners before they start, not after.
- You have decided what “uncertain” earns, and you will say so out loud.
Learners should arrive having covered:
- At least one project artifact to discuss in applications/interviews
- Basic familiarity with fields of interest
Materials
Run of show
| Time | Segment | Your note |
|---|---|---|
| 00:00-08:00 | Pathway framing and myths | |
| 08:00-20:00 | Capability gap mapping | |
| 20:00-32:00 | Program/role fit scoring | |
| 32:00-44:00 | Outreach message drafting | |
| 44:00-54:00 | Peer feedback on fit and clarity | |
| 54:00-60:00 | Action-plan commitments |
The activity
Scenario: You are planning your next step (graduate school, research assistantship, or industry role) in connectomics. Use real targets, real names, and real deadlines; generic targets produce generic plans.
- Build a fit matrix for three options, including the reversibility and cost columns.
- Draft one mentor outreach message per option, each naming a specific piece of that person’s work, linking one artifact, and asking one answerable question.
- Define a 90-day capability-building plan in which every gap closes into an artifact.
- Identify one hidden-curriculum risk and its mitigation, and one mentorship-map role you currently have nobody in.
What learners hand in
- Fit matrix
- Outreach draft set
- 90-day action plan
- Risk/mitigation note
- Mentorship map with named gaps
Misconceptions to target
These are the errors this session exists to prevent. Surface them in the debrief rather than pre-empting them in the lecture — a misconception a learner has voiced is far easier to correct than one they are holding silently.
- They may believe: A program’s prestige is a sufficient proxy for whether it fits you.
- Surface it by asking: “What would have to be true for that to hold? What would change your mind?”
- They may believe: Publication volume alone predicts mentorship quality.
- Surface it by asking: “What would have to be true for that to hold? What would change your mind?”
- They may believe: Not knowing the unwritten rules means you are not cut out for this.
- Surface it by asking: “What would have to be true for that to hold? What would change your mind?”
- They may believe: A career decision made now must be defended for the rest of your career.
- Surface it by asking: “What would have to be true for that to hold? What would change your mind?”
- They may believe: A good supervisor makes other mentors unnecessary.
- Surface it by asking: “What would have to be true for that to hold? What would change your mind?”
- They may believe: Asking for a letter is an imposition that should be kept as brief as possible.
- Surface it by asking: “What would have to be true for that to hold? What would change your mind?”
Naming the norm
Every session is a chance to make one piece of the hidden curriculum explicit. Pick a moment where you would normally just do the professional thing, and say out loud why you are doing it — then ask whether anyone was taught that.
For this session, the candidate is whichever norm the activity most depends on: stating an assumption in the same sentence as the claim, recording the version a number came from, or saying “uncertain” and having it count as a real answer. See the hidden curriculum for the collected set and why naming them is a fairness intervention rather than etiquette.
Assessment
- Minimum pass: pathway choices are justified by capability evidence; outreach messages are specific and professional; the plan includes concrete timelines and milestones with real deadlines attached.
- Strong performance: incorporates mentorship and belonging considerations explicitly; anticipates barriers and states mitigations; uses reversibility and cost as explicit criteria; and produces at least one contact the learner initiated independently of their supervisor.
- Common failure to flag: overgeneralized plans with no evidence of fit, outreach drafts that could be sent to any laboratory, and hidden-curriculum barriers named but not mitigated. Also flag plans in which every mentorship-map role is filled by the same person.
Grade the reasoning, not the answer. A correct call with no evidence chain should not outscore a well-reasoned incorrect one — and saying so publicly changes behaviour within one session.
Exit prompt
Draft one 5-sentence mentor outreach email with an alignment statement naming a specific piece of their work, one relevant artifact you can link, and one question answerable in a single sentence. Then check it against one test: could this email have been sent to anyone else? If yes, rewrite the first sentence.
If this session goes wrong
- Nobody talks in the debrief. You asked “any questions?” Ask instead: “Which cue would you drop first if the data got worse?”
- Everyone finishes early. They are pattern-matching, not judging. Give an ambiguous case where the answer is “uncertain” and see what happens.
- Nobody finishes. The scaffolding came off too fast. Work the next case together rather than pressing on.
- A learner is silently lost. The most likely cause is unstated vocabulary. Point them at the dictionary and check back.