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H01 electron microscopy with object segmentation and original 2 µm scale bar Nanoscale · Module 24

Career Pathways and Graduate School Preparation

Teaching Deck

Human cortex · H01
Object segmentation over electron microscopy

H01 release · Lichtman Lab / Harvard & Connectomics at Google · CC BY 4.0
Shapson-Coe et al. (2024) · doi:10.1126/science.adk4858

Module 24 · Nanoscale

Learning Objectives

  • Map connectomics-relevant career pathways and required competencies
  • Evaluate graduate programs or roles using evidence-based fit criteria
  • Draft targeted outreach messages to mentors and programs
  • Identify hidden-curriculum factors in admissions and hiring
Module 24 · Nanoscale

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.

Module 24 · Nanoscale

Concept Focus

1) Pathway fit is capability-based

  • Technical: match role or program requirements to demonstrated competencies, not only interests.
  • Plain language: choose paths where your current skills plus a realistic growth plan make sense.
  • Misconception guardrail: a program's prestige is a sufficient proxy for whether it fits you.
Module 24 · Nanoscale

Core Workflow

  • Define two or three realistic target pathways, each named specifically enough to have a deadline (not "graduate school" but "three neuroscience PhD programs with connectomics groups").
  • Build the capability gap matrix: rows are targets, columns are the capabilities each selects on, cells hold the artifact that demonstrates it or the word "gap".
Module 24 · Nanoscale

Core Workflow (continued)

  • Convert each gap into a 90-day action with an artifact as output, discarding gaps you cannot close in the time available rather than carrying them as anxiety.
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Core Workflow (continued)

  • Build the outreach plan: who, in what order, with what artifact attached, and by what date.
  • Draft application and interview narratives anchored in concrete work, using one project as the spine and naming what went wrong in it.
  • Run due diligence on each target by talking to current and former group members, using a fixed question set so answers are comparable.
  • Iterate with mentor and peer feedback, then set dated decision checkpoints at which you will choose rather than defer.
Module 24 · Nanoscale

Run of Show (60 min)

  • 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
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Run of Show (60 min) (continued)

  • 44:00-54:00 | Peer feedback on fit and clarity
  • 54:00-60:00 | Action-plan commitments
Module 24 · Nanoscale

Misconceptions to Watch

  • Misconception guardrail: a program's prestige is a sufficient proxy for whether it fits you.
  • Misconception guardrail: publication volume alone predicts mentorship quality.
  • Misconception guardrail: not knowing the unwritten rules means you are not cut out for this.
  • Misconception guardrail: a career decision made now must be defended for the rest of your career.
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Misconceptions to Watch (continued)

  • Misconception guardrail: a good supervisor makes other mentors unnecessary.
  • Misconception guardrail: asking for a letter is an imposition that should be kept as brief as possible.
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Studio 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.

Module 24 · Nanoscale

Activity Output Checklist

  • Evidence-linked artifact submitted.
  • At least one limitation or uncertainty stated.
  • Revision point captured from feedback.
Module 24 · Nanoscale

Assessment Rubric

  • 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.
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Assessment Rubric (continued)

  • 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.
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Exit Ticket

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.

Module 24 · Nanoscale

References (Instructor)

  • NASEM mentorship reports and graduate-training guidance.
  • Program-specific admissions and lab websites.
Module 24 · Nanoscale

Teaching Materials

  • Module page: /modules/module24/
  • Session kit: /teaching/sessions/module24/
  • Worksheet: /assets/worksheets/module24/module24-activity.md
Module 24 · Nanoscale

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Module 24 · Nanoscale

Further teaching detail from the module: **Technical:** match role or program requirements to demonstrated competencies, not only interests. For each target, write the two or three capabilities it actually selects on and the artifact in your portfolio that demonstrates each. Empty cells are your work plan for the next 90 days; they are not disqualifications.

00:00-08:00 | Pathway framing and myths Name the two instructions this module replaces, "network more" and "apply broadly", and ask the room what either would have them do tomorrow morning. The silence is the point. 08:00-20:00 | Capability gap mapping Each learner builds the matrix for two targets. Circulate asking one question: "which artifact proves that cell?" Cells backed by coursework alone are marked as gaps. 20:00-32:00 | Program/role fit scoring Score against the decision table, filling the reversibility and cost columns before the fit column. 32:00-44:00 | Outreach message drafting Learners write one real email to one real person, complete, in the session. Drafts that could be sent to any laboratory are returned. 44:00-54:00 | Peer feedback on fit and clarity Reviewers answer two questions only: could this message have been sent to anyone else, and what exactly is being asked for? 54:00-60:00 | Action-plan commitments Each learner writes three dated actions and one mentorship-map gap they will close, and names who they will tell.

Further teaching detail from the module: **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.