TELEMETRY: ONLINE|ACTIVE AI/DATA JOBS: 6,025
S&P 500 COVERAGE: 508 FIRMS
V87
VECTOR87

Data & AI Market Direction

ROLE PROFILE & MARKET DEMANDExecutiveTrack: Management

Director / VP of Data & AI

The Director / VP of Data & AI leads the broader data and machine learning organization, ensuring technical investments translate into measurable business outcomes, managing cloud infrastructure budgets, and fostering data-informed decision-making.

Active Postings
93
in current telemetry snapshot
S&P 500 Share
100%
93 S&P 500 positions
Senior+ Tier
100%
Senior, Lead, Staff & Exec
Remote Tolerance
48.5%
remote / hybrid friendly
Current Headcount
1,250
estimated occupied team seats
Hiring Velocity
+7.4%
open jobs vs team size
//What this role looks like in practice

The Director / VP of Data & AI leads the broader data and machine learning organization, ensuring technical investments translate into measurable business outcomes, managing cloud infrastructure budgets, and fostering data-informed decision-making.

Core skills involve bridging technology with executive priorities: articulating architectural trade-offs in financial and operational terms, hiring senior engineering leaders, and maintaining rigorous governance.

Core Domain Competencies

Methodologies & technical foundations (% penetration)

Data Governance & Quality20.4% (19 positions)
GenAI / Generative AI15.1% (14 positions)
AI Agents / Agentic AI14% (13 positions)
Python14% (13 positions)
R11.8% (11 positions)
LLM / Large Language Models10.8% (10 positions)
SQL10.8% (10 positions)
RAG (Retrieval-Augmented Generation)6.5% (6 positions)
Platforms, Frameworks & Tooling

Infrastructure & tooling demanded in job specs (% penetration)

MLOps / Evals & Observability9.7% (9 positions)
AWS↗7.5% (7 positions)
Apache Spark7.5% (7 positions)
Databricks↗6.5% (6 positions)
Snowflake↗6.5% (6 positions)
Microsoft Azure4.3% (4 positions)
Google Cloud Platform2.2% (2 positions)
Kubernetes2.2% (2 positions)

Seniority Level Breakdown

Corporate hierarchy distribution

Junior / Entry0%
Mid0%
Senior0%
Staff / Principal0%
Lead / Manager0%
Executive100%

Top Hiring Enterprises

Leading corporations posting this role

  • UnitedHealth Group30 positions
  • Johnson & Johnson7 positions
  • Citigroup4 positions
  • TE Connectivity3 positions
  • Marriott International3 positions
  • Global Payments3 positions

S&P 500 Sector Distribution

Industry sectors generating the highest hiring demand

  • Health Care50.5%
  • Financials19.4%
  • Consumer Discretionary14%
  • Information Technology8.6%
  • Consumer Staples3.2%
03 // LIVE ATS SPECIMENS

Live Enterprise Job Postings

Sample of active postings directly from corporate ATS boards

8 active openings
W. R. Berkley CorporationS&P 500US

VP, Technology and Data Solutions

Seniority tier: Executive
SolventumS&P 500US

Vice President, Enterprise Data Strategy & Governance (Solventum)

Seniority tier: Executive
Hartford (The)S&P 500USHybrid

Vice President, Applied AI Science for Employee Benefits

Seniority tier: Executive
Everest GroupS&P 500USHybrid

Vice President, Reinsurance Data, Analytics & Business Performance

Seniority tier: Executive
West Pharmaceutical ServicesS&P 500US

Director, Market Intelligence & Commercial Analytics

Seniority tier: Executive
SupermicroS&P 500US

Director, Data Center Marketing

Seniority tier: Executive
VeraltoS&P 500US

Director - Data, Analytics & AI

Seniority tier: Executive
Global PaymentsS&P 500USHybrid

Director of AI/ML Platforms

Seniority tier: Executive
04 // BRIDGING THE SKILL GAP

Recommended Skill Tracks & Certifications

Curated programs on Coursera, DataCamp and cloud providers aligned with these role requirements

Explore Full Academy ↗
Coursera2-3 months (6 hrs/week)

Google Cloud Professional Data Engineer Specialization

Official curriculum by Google Cloud covering large-scale data processing with BigQuery, streaming pipelines with Dataflow, and modern lakehouse architecture.

BigQueryGCPDataflowDataprocPub/Sub
DataCamp60 hours hands-on

Data Engineer with Python Career Track

Interactive, browser-based coding track covering robust data pipelines, PostgreSQL, unit testing, software design patterns for data, and PySpark fundamentals.

PythonSQLGitDockerPySpark
DeepLearning.AI3 weeks (5 hrs/week)

Generative AI with Large Language Models

Created by Andrew Ng and AWS: practical engineering foundations of transformer architectures, pre-training, instruction fine-tuning, and alignment evaluation in production.

LLMGenAIFine-TuningRLHFPEFT/LoRA
CERTIFICATIONGoogle Cloud

Google Cloud Professional Data Engineer

Gold standard certification assessing design, security, scalability, and operational reliability of BigQuery and GCP analytical pipelines.

BigQueryDataflowCloud StorageVertex AIIAM & Security
CERTIFICATIONDatabricks

Databricks Certified Data Engineer Professional

Validates mastery of streaming, batch ETL, Unity Catalog governance, and production Lakehouse architectures with Delta Lake and Spark.

Delta LakeApache SparkDatabricks SQLLakehouseUnity Catalog

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