OA9 OppAlerts AI Search Visibility & Ranking Factors
oppalerts.com →
Data Warehouse Lakehouse Platforms

Data Science Platform Lead

Research: Experts
Dominant · SE Outbound Links ρ=0.576

AI recommendation signal analysis across 101 domains for the Data Science Platform Lead persona in Data Warehouse Lakehouse Platforms.

Link authority data (PageRank, harmonic centrality) comes from the Common Crawl web graph.
Download this report (.xlsx)
101Domains Tracked
Data Science Platform Lead_persona.report
DomainScore
tryexponent.com
1.0
towardsdatascience.com
0.4
datainterview.com
0.2
reddit.com
0.1
365datascience.com
0.1
Domains rankedn = 25
Want a custom AI visibility audit for Data Warehouse Lakehouse Platforms?

This report tracks how AI models and search engines recommend companies across 100 industries. If you want the same analysis run specifically against your own site and competitors, get in touch.

Get in touch →
About This Report

How to use this page

Persona view: this page is scoped to this persona's queries alone.
Use Case

Know the recognized voices

The people search treats as this industry's experts. Quote them, partner with them, pitch them, or study what earned them the position and build your own.

How It's Calculated

Where the numbers come from

We run experts queries for this industry through Google and aggregate every result: domains by rank-weighted score (higher positions count for more) and appearance count, exact URLs by appearance count, and the most common title phrases.

Overview

What's on this page

Domain and URL charts, the full result list, and title n-gram tables.

Research

Research: Experts

Domains appearing in Google results for Data Science Platform Lead's Research: Experts queries. Score is a rank-weighted sum (higher-ranked appearances count for more); count is a plain appearance tally.

By Score

Top URLs

Individual pages (not just domains) ranked by the same rank-weighted score, labeled by page title.

By Appearance Count

All Results

Every result for Data Science Platform Lead's Research: Experts queries, ranked by how many times each exact URL appeared (ties broken by average rank position, so appearing higher up wins), a different aggregation than the score-based charts above. Title and URL links open in a new tab.

TitleURLAppearancesDomain PRDomain HCHost PRHost HC
Data Science Interview Prep Guide (2026)https://www.coursera.org/resources/data-science-interview-prep-guide256973495
Podcast · Harvard Data Science Reviewhttps://hdsr.mitpress.mit.edu/podcast262972495
khanhnamle1994/cracking-the-data-science-interview: A ...https://github.com/khanhnamle1994/cracking-the-data-science-interview282978697
37 Data Science Interview Questions and Sample Answershttps://www.indeed.com/career-advice/interviewing/data-science-interview-questions260973295
Best Data Science and Machine Learning Platformshttps://www.g2.com/categories/data-science-and-machine-learning-platforms259972995
Top 22 Data Influencers to Follow in 2025https://rivery.io/blog/best-data-influencers/231962895
Comparing Data Science and AI: Where They Overlap and Differhttps://www.anaconda.com/topics/data-science-and-ai248962895
DataLemur - Ace the SQL & Data Science Interviewhttps://datalemur.com/21595894
Top 10 Data Science Platforms to Watch in 2026https://technologyradius.com/top-10/top-10-data-science-platforms-20262595294
Data Science Services | XR Analytics Expertshttps://cognitive3d.com/product/data-science/214951094
Data Science Platform - AIDA Data Hub - SciLifeLabhttps://datahub.aida.scilifelab.se/data-science-platform/22996494
Data Science Interview Prep Course - Exponenthttps://www.tryexponent.com/courses/data-science13495294
How I Used ChatGPT to Land My Next Data Science Rolehttps://towardsdatascience.com/how-i-used-chatgpt-to-land-my-next-data-science-role/152974396
DataInterview - Data Science, ML/AI, Quant & Data ...https://www.datainterview.com/1294093
Data Science interview questions from my time hiringhttps://www.reddit.com/r/learndatascience/comments/1s3b46w/data_science_interview_questions_from_my_time/172976496
Interview Simulatorhttps://365datascience.com/interview-simulator/127962095
Data science interview preparation helphttps://www.facebook.com/groups/DataScienceGroup/posts/7484718071590018/196997897
3 Interview Prep Platforms That Prepared Me For Data ...https://medium.com/codex/3-interview-prep-platforms-that-prepared-me-for-data-science-interviews-d335351e8a91174976897
Data Interview Tips on Instagram: "A Data Science interview ...https://www.instagram.com/reel/DOOAMW9EiMT/193998197
What is Data Science? | IBMhttps://www.ibm.com/think/topics/data-science166973895
👉Best platforms to prepare for data science interviews 🙋https://www.kaggle.com/general/445495150973995
Data Science Interview Prep (5 steps to a FAANG+ offer)https://igotanoffer.com/blogs/tech/data-science-interview-prep11595994
StrataScratch: Master Coding for Data Sciencehttps://www.stratascratch.com/11595194
Data Science Platformshttps://domino.ai/resources/field-guide/data-science-platforms122952395
Interview Query | Ace your data science interviewhttps://www.interviewquery.com/11395093
Data Science Expert Help Online (July 2026)https://www.codementor.io/data-science-experts13696895
The 10 Best Data Science Blogs To Followhttps://www.tableau.com/learn/articles/data-science-blogs157971695
Data Science Interview Prep Podcasthttps://open.spotify.com/show/7KpUhqKQlYGd4G3PmkSGJJ174977297
The unique value of visual data science platformshttps://www.spotfire.com/blog/2025/02/27/the-unique-value-of-visual-data-science-platforms/12295094
Data Science Articleshttps://www.datacamp.com/blog/category/data-science143961195
Data Science Interview Questionshttps://www.interviewbit.com/data-science-interview-questions/14195294
Facilitating Knowledge Sharing from Domain Experts to ...https://dl.acm.org/doi/fullHtml/10.1145/3397481.3450637163976296
Super Data Science: ML & AI Podcast with Jon Krohnhttps://www.superdatascience.com/podcast11895094
Which cloud platforms are the best for data science and ...https://www.quora.com/Which-cloud-platforms-are-the-best-for-data-science-and-machine-learning-in-terms-of-performance-cost-and-ease-of-use158973295
AI Loves Data Podcasthttps://ailovesdata.com/podcast/11951394
Top Platforms to Learn Data Science and Prepare for ...https://dataloopr.com/blog/best-platforms-to-learn-data-science-and-ace-interviews-221093092
Crack the Machine Learning and Data Science Interviewhttps://www.madinterview.com/1194092
Towards a data science platform for improving SME ...https://www.sciencedirect.com/science/article/abs/pii/S0040162521006752165972595
Data Science Collaborative Research Platformhttps://research-support.uq.edu.au/resources-and-support/facilities-and-infrastructure/data-science-collaborative-research-platform1--594
A Platform Approach: The Key to Data Science Successhttps://dmradio.libsyn.com/a-platform-approach-the-key-to-data-science-success15797394
Top 65+ Data Science Projects with Source Codehttps://www.geeksforgeeks.org/data-science/top-data-science-projects/149971495
Data Science | Career Paths at 84.51°https://www.8451.com/careers/data-science/12495294
Data Science Manager, Finance and Strategyhttps://stripe.com/jobs/listing/data-science-manager-finance-and-strategy/7440963175976496
ODSC's Ai X Podcasthttps://odsc.com/podcast/127951895
The TWIML AI Podcast (formerly This Week in Machine ...https://podcasts.apple.com/us/podcast/the-twiml-ai-podcast-formerly-this-week-in-machine/id1116303051185986496
Which online platform is best from BD to learn about Data ...https://www.facebook.com/groups/aiquest/posts/1268731634694554/196997897
Wolfram Data Science and AI Consultinghttps://www.wolfram.com/data-science-consulting/147971795
Data Science & Engineering Consulting | Spark, dbt ...https://uvik.net/services/data-science/1995994
Data Brew by Databrickshttps://www.databricks.com/discover/data-brew150973295
Data Science, AI & Statistical Modelinghttps://www.analysisgroup.com/practices/data-science-ai-statistical-modeling/12995094
Best Data Science Platforms To Learn in 206https://staragile.com/blog/data-science-platforms122951794
AI and Data Science - Rosen Center for Advanced Computinghttps://www.rcac.purdue.edu/services/datascience15397094
Ep 25 | Creating a Platform to Ensure Your Team is Visible ...https://driven-by-data-the-podcast.captivate.fm/episode/s4-ep-25-creating-a-platform-to-ensure-your-team-is-visible-with-irina-mihai-director-of-data-marketing-analytics-decision-science-at-adidas14796194
Data Science Interview Guide: Product / Case Questionhttps://medium.com/analytics-vidhya/data-science-interview-guide-part-ii-product-case-question-e14de2bbb68a174976897
Data Science Workspace Overviewhttps://experienceleague.adobe.com/en/docs/experience-platform/data-science-workspace/home182974796
Data Science Interview Questions for Recruitershttps://www.dice.com/hiring/recruitment/data-science-interview-questions-for-recruiters139961294
Interview Query Data Science Interview Prep Platformhttps://www.instagram.com/popular/interview-query-data-science-interview-prep-platform/193998197
Data Sciencehttps://www.reddit.com/r/datascience/172976496
Data Science Centerhttps://www.cornerstone.com/data-science-center/12596094
Which Data Science and ML platform is best for your business?https://dotdata.com/blog/choosing-a-dsml-platform/11495894
Applied Data Science and Analysishttps://mesopotamian.press/journals/index.php/ADSA1895294
Building a Data Science "Experiment Platform": Nick Elprin ...https://www.datascienceweekly.org/data-scientist-interviews/data-science-experiment-platform-nick-elprin-interview11795094
Interview with Data Science Platform Anaconda's CEO ...https://ai-techpark.com/interview-with-data-science-platform-anacondas-ceo-peter-wang/126951995
Real World Data Sciencehttps://realworlddatascience.net/118961095
Will data science be replaced by AIhttps://kultprosvet.net/blog/will-ai-replace-data-scientists1494594
DataLemur: Free Platform for Practicing SQL Queries (for Data ...https://www.youtube.com/watch?v=Q2p8PXXLyfM191997597
Practice Data Science Interviewshttps://www.pramp.com/dev/uc-data-science12395494
Information & Data Science - Researchhttps://www.helmholtz.de/en/research/challenges/information-data-science/13396494
17 Data Science Podcasts to Listen to in 2026https://www.coursera.org/articles/data-science-podcasts156973495
A Platform Approach: The Key to Data Science Successhttps://dmradio.biz/archives/408611095594
Meet HeDS: A Data Science Platform Powering Precision ...https://computationalgenomics.ca/meet-heds-a-data-science-platform-powering-precision-health-research/114962794
Kaggle: The World's AI Proving Groundhttps://www.kaggle.com/150973995
Data Science Interview Prep (2026 Guide) - Exponenthttps://www.tryexponent.com/blog/data-science-interview-guide13495294
Data science SQL interview questions and walkthroughhttps://www.facebook.com/groups/DataScienceGroup/posts/3573123102749554/196997897
LangChain and OCI Data Science platformhttps://blogs.oracle.com/ai-and-datascience/cloud-conversational-ai-langchain-oci-data-science172974296
SAS: Data and AI Solutions | SAShttps://www.sas.com/en_us/home.html147971295
Data and Analytics Consulting and Strategy | BCGhttps://www.bcg.com/capabilities/digital-technology-data/data-analytics155971495
Ace the Data Job Hunt | Ace Datahttps://ace-the-data-science-interview.teachable.com/15497093
If you think coding interviews are just about writing code, think ...https://www.instagram.com/reel/DWRWoFjErx8/193998197
Data Science Solutionshttps://cloud.google.com/solutions/data-science199996296
How a Platform should support Data Sciencehttps://2021.ai/news/how-a-platform-should-support-data-science114951094
Data Science Platform - AI Framework with Self-Servicehttps://www.pyramidanalytics.com/decision-intelligence-platform/data-science/12896394
KDnuggets: Data Science, Machine Learning, AI & Analyticshttps://www.kdnuggets.com/13696394
KNIME: Open for Innovationhttps://www.knime.com/13296895
Oracle Cloud Data Science Platformhttps://oraclelicensingexperts.com/blog/oracle-cloud-data-science-platform/1294194
Smart Data Analytics & AI Solutionshttps://www.akkodis.com/en/tech-practices/ai-solutions-data-analytics127951194
AI and Data Serviceshttps://www.kyndryl.com/us/en/services/data14296995
87 resultsAll results shown
Phrase Frequency

Title N-Grams

Most common word phrases (2 to 7 words) across every result title for these queries.

2-grams

78data science
21science interview
9science and
8interview prep
8science platform
6interview questions
5for data
5platforms to
5science platforms
4a data
4best data
4machine learning
4a platform
4and ai
3to follow
3to learn
3questions and
3the data
3and data
3ace the
3in 2026
2science ml
2ml ai
2prep guide
2guide 2026

3-grams

21data science interview
9data science and
8data science platform
7science interview prep
5science interview questions
5data science platforms
4a data science
4best data science
3for data science
3interview questions and
3science and ai
3science platforms to
2data science ml
2science ml ai
2interview prep guide
2prep guide 2026
2data science interviews
2podcast harvard data
2harvard data science
2data science review
2platforms to learn
237 data science
2questions and sample
2and sample answers
2khanhnamle1994 cracking the

4-grams

7data science interview prep
5data science interview questions
3data science and ai
3data science platforms to
2data science ml ai
2science interview prep guide
2interview prep guide 2026
2podcast harvard data science
2harvard data science review
237 data science interview
2science interview questions and
2interview questions and sample
2questions and sample answers
2khanhnamle1994 cracking the data
2cracking the data science
2the data science interview
2data science interview a
2top 22 data influencers
222 data influencers to
2data influencers to follow
2influencers to follow in
2to follow in 2025
2a data science platform
2best data science and
2data science and machine

5-grams

2data science interview prep guide
2science interview prep guide 2026
2podcast harvard data science review
237 data science interview questions
2data science interview questions and
2science interview questions and sample
2interview questions and sample answers
2khanhnamle1994 cracking the data science
2cracking the data science interview
2the data science interview a
2top 22 data influencers to
222 data influencers to follow
2data influencers to follow in
2influencers to follow in 2025
2best data science and machine
2data science and machine learning
2science and machine learning platforms
2a platform approach the key
2platform approach the key to
2approach the key to data
2the key to data science
2key to data science success
2comparing data science and ai
2data science and ai where
2science and ai where they

6-grams

2data science interview prep guide 2026
237 data science interview questions and
2data science interview questions and sample
2science interview questions and sample answers
2khanhnamle1994 cracking the data science interview
2cracking the data science interview a
2top 22 data influencers to follow
222 data influencers to follow in
2data influencers to follow in 2025
2best data science and machine learning
2data science and machine learning platforms
2a platform approach the key to
2platform approach the key to data
2approach the key to data science
2the key to data science success
2comparing data science and ai where
2data science and ai where they
2science and ai where they overlap
2and ai where they overlap and
2ai where they overlap and differ
2data science services xr analytics experts
2datalemur ace the sql data science
2ace the sql data science interview
2top 10 data science platforms to
210 data science platforms to watch

7-grams

237 data science interview questions and sample
2data science interview questions and sample answers
2khanhnamle1994 cracking the data science interview a
2top 22 data influencers to follow in
222 data influencers to follow in 2025
2best data science and machine learning platforms
2a platform approach the key to data
2platform approach the key to data science
2approach the key to data science success
2comparing data science and ai where they
2data science and ai where they overlap
2science and ai where they overlap and
2and ai where they overlap and differ
2datalemur ace the sql data science interview
2top 10 data science platforms to watch
210 data science platforms to watch in
2data science platforms to watch in 2026
2data science platform aida data hub scilifelab
1how i used chatgpt to land my
1i used chatgpt to land my next
1used chatgpt to land my next data
1chatgpt to land my next data science
1to land my next data science role
1datainterview data science ml ai quant data
1data science interview questions from my time