Coach mode
AI-guided story preparation — full assistance here
Story readiness score72%
AI
Hi Priya! I'm your story coach. You're applying for a Senior Data Scientist role at Novartis. Tell me about a time you had to make a difficult decision with incomplete data.
Story mode
Zero AI assistance — pure, unscripted recording
PS
Press record and tell your story. No prompts. No scripts. Just you.
Role context
Senior Data Scientist · Novartis India · 5 min max · AUVRIS active with your consent
My story portfolio
Candidate-owned · portable · grows with every application
85%
Portfolio strength
7
Stories
4
Applied
91
Avg AUVRIS
2
Gaps
Competency coverage map
My stories
▶ The model I shut down
AUVRIS 96 · 88%
"Recommended shutting down a biased model championed by the CTO. Led to a rebuild that improved patient safety by 34%."
LeadershipAnalytical courage4:32
▶ Phase III data pipeline
AUVRIS 91 · 91%
"14 sites, 3 countries, 2,400 patients. Zero critical findings in regulatory audit."
Clinical trialsRegulatory5:01
RESUMEBRIDGE
Upload your resume — AI converts bullet points into story prompts
📄
Drop your resume here
PDF, Word, or LinkedIn export · AI reads and extracts your stories
AI extracted these story opportunities from your resume:
Led migration project — 2023
"What actually happened at 2am when it failed?"
Managed Phase III trial — 2022
"Tell us about the highest-pressure moment"
Job matches
Swipe right to apply · Left to pass · ⭐ to super-apply
APPLY ✓
PASS ✗
Novartis India
Senior Data Scientist — Clinical AI
91%
STORYMATCH score
AUVRIS verified
PythonMLClinical TrialsPharma
Build and validate predictive models for patient safety signals across Phase II–IV trials. Work with regulatory teams across India and EU.
⚠ Add a crisis management story to strengthen match
AstraZeneca
Lead Data Scientist — Oncology
84%
STORYMATCH score
PythonROncology
Lead ML modelling for oncology biomarker discovery. Cross-functional with medical affairs.
Google Health
ML Research Scientist
76%
STORYMATCH score
PyTorchResearch
Research-first role focused on novel ML for healthcare.
✗
⭐
✓
← Pass · ⭐ Super · → Apply
Gap alerts
Stories you need to add to strengthen your applications
3 active
Senior Data Scientist — Novartis
Applied 2 days ago
🔔 Crisis handling score is low (40%). Top 5 candidates for pharma roles had a high-pressure crisis story. You have this experience — your stories don't surface it yet.
Lead Data Scientist — AstraZeneca
Applied 5 days ago
🔔 No vendor management story found. Add a story about working with CROs or external research partners.
Coding tests
Technical assessments assigned to you
🐍
Python / ML Assessment
Sent by Novartis recruiting · Received 5h ago
3 questions · 90 minutes · Covers: data manipulation, model evaluation, clinical data handling
⏰ Deadline: 3 days remaining
My profile
PS
Priya Sharma
Senior Data Scientist · Bangalore · 7 years experience
Contact
📧 priya.sharma@email.com
📱 +91 98765 43210
🔗 linkedin.com/in/priyasharma
📱 +91 98765 43210
🔗 linkedin.com/in/priyasharma
Portfolio stats
📁 7 stories recorded
🎯 85% portfolio strength
⭐ AUVRIS avg: 91
🎯 85% portfolio strength
⭐ AUVRIS avg: 91
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