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

Data & AI Market Direction

ROLE PROFILE & MARKET DEMANDManagementTrack: ManagementCZ Sample: 2 positions

Team Lead (Data/AI)

The Team Lead in Data & AI serves as a player-coach for a focused group of engineers or analysts. They split time between hands-on engineering or architectural design and day-to-day team coordination, code reviews, and unblocking colleagues.

Active Postings
73
in current telemetry snapshot
S&P 500 Share
97%
71 S&P 500 positions
Senior+ Tier
98.6%
Senior, Lead, Staff & Exec
Remote Tolerance
25%
remote / hybrid friendly
Current Headcount
1,922
estimated occupied team seats
Hiring Velocity
+3.8%
open jobs vs team size
//What this role looks like in practice

The Team Lead in Data & AI serves as a player-coach for a focused group of engineers or analysts. They split time between hands-on engineering or architectural design and day-to-day team coordination, code reviews, and unblocking colleagues.

The role demands technical depth in data engineering or applied ML paired with mentoring skills, clear communication, and the ability to keep sprint deliveries on track.

Core Domain Competencies

Methodologies & technical foundations (% penetration)

SQL21.9% (16 positions)
Data Governance & Quality15.1% (11 positions)
Python15.1% (11 positions)
GenAI / Generative AI11% (8 positions)
Tableau11% (8 positions)
Excel8.2% (6 positions)
AI Agents / Agentic AI5.5% (4 positions)
Power BI2.7% (2 positions)
Platforms, Frameworks & Tooling

Infrastructure & tooling demanded in job specs (% penetration)

Google Cloud Platform9.6% (7 positions)
Apache Spark8.2% (6 positions)
Snowflake↗6.8% (5 positions)
Apache Airflow5.5% (4 positions)
Microsoft Azure5.5% (4 positions)
AWS↗4.1% (3 positions)
Docker2.7% (2 positions)
MLOps / Evals & Observability2.7% (2 positions)

Seniority Level Breakdown

Corporate hierarchy distribution

Junior / Entry0%
Mid1.4%
Senior0%
Staff / Principal1.4%
Lead / Manager87.7%
Executive9.6%

Top Hiring Enterprises

Leading corporations posting this role

  • IQVIA14 positions
  • Citigroup13 positions
  • UnitedHealth Group10 positions
  • Google (Alphabet)4 positions
  • TE Connectivity4 positions
  • Alphabet Inc. (Class C)4 positions

S&P 500 Sector Distribution

Industry sectors generating the highest hiring demand

  • Health Care33.8%
  • Financials29.6%
  • Communication Services16.9%
  • Consumer Discretionary7%
  • Information Technology5.6%
03 // LIVE ATS SPECIMENS

Live Enterprise Job Postings

Sample of active postings directly from corporate ATS boards

8 active openings
SchlumbergerS&P 500US

Data and AI Solutions Sales Lead

Seniority tier: Lead / Manager
VeraltoS&P 500US

AI Software Engineering Lead

Seniority tier: Lead / Manager
Yum! BrandsS&P 500UK

Tech, Data, Digital and Partnerships Lead

Seniority tier: Lead / Manager
Expeditors InternationalS&P 500US

Data Center Delivery Crew Lead

Seniority tier: Lead / Manager
Everest GroupS&P 500USHybrid

Third-Party Data Management Lead

Seniority tier: Lead / Manager
Hartford (The)S&P 500US

Data Privacy Delivery Lead

Seniority tier: Lead / Manager
Progressive CorporationS&P 500US

Data Engineer Lead - Cloud Architecture

Seniority tier: Lead / Manager
CitigroupS&P 500USHybrid

AVP - KYC Operations Artificial Intelligence (AI) Lead

Seniority tier: Lead / Manager
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 ↗
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
DataCamp20 hours hands-on

Analytics Engineering with dbt & SQL

Bridge the gap between raw data analysis and software-grade transformations. Learn modular dimensional modeling, automated testing assertions, and Git-driven CI/CD.

dbtSQLData ModelingTestingSemantic Layer
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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