• TV ad campaigns, impressions, and estimated advertiser spend from 9mm opted-in smart TVs: iSpot
  • Sentiment data on audio of earning calls transcripts, focused on emotion classification: DeepAffects
  • Searchable platform of thousands of expert call transcripts: Tegus
  • Survey and central bank data on global consumer spend: Paynxt360
  • Data on global events sourced from unstructured text across social media, blogs, and news: Accrue



See full calendar of upcoming events. 


  • Dataset of Vehicle Identification Numbers (VINs) for the underlying collateral of subprime auto asset backed securities (ABS).

If you have this data or know who may, email Visit Requests for Data page to see all open requests or to make a new request.


See other openings for Investment Research, Data Analyst, Data Engineer, and Data Scientist


  • Barron's publishes cover story on alternative data trends (Barron's). Interesting points include:
    • JP Morgan Asset Management is building an Intelligent Digital Solutions team to supplement fundamental investors with data-driven insights.
    • BattleFin attendee composition has shifted from 90% quant to 50% fundamental in the past two years.
  • UBS Evidence Lab creates client-facing group to sell its data services externally in addition to serving UBS analysts. (Institutional Investor)
  • Integrity Research discusses why Thasos Group, a geo-location provider, chose to remove iOS users entirely from their mobile panel after Apple updated its terms of service. (Integrity Researchsubscription required
  • Dan Furstenberg, head of data strategy of Jefferies, says that alternative data uptake is still in early stages for traditional asset mangers, with only a quarter of managers surveyed by the firm being high-volume data users (using 50+ data sets). (Barron's)
  • Deloitte predicts that 2019 will see more private equity firms begin to utilize alternative data for finding investment opportunities. (2019 Investment Management Industry Outlook)