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

Data & AI Market Direction

ROLE PROFILE & MARKET DEMANDManagementTrack: Management

Engineering Manager (AI/Data)

The Engineering Manager (AI & Data) leads engineering teams across data pipelines, MLOps, and applied AI. They oversee system reliability, code quality, and project delivery while unblocking engineers and supporting their career progression.

Active Postings
94
in current telemetry snapshot
S&P 500 Share
73%
69 S&P 500 positions
Senior+ Tier
100%
Senior, Lead, Staff & Exec
Remote Tolerance
30.4%
remote / hybrid friendly
Current Headcount
1,758
estimated occupied team seats
Hiring Velocity
+5.3%
open jobs vs team size
//What this role looks like in practice

The Engineering Manager (AI & Data) leads engineering teams across data pipelines, MLOps, and applied AI. They oversee system reliability, code quality, and project delivery while unblocking engineers and supporting their career progression.

Effective managers combine prior engineering experience in distributed systems or ML with strong organizational skills, technical standard setting, and close alignment with product leadership.

Core Domain Competencies

Methodologies & technical foundations (% penetration)

AI Agents / Agentic AI25.5% (24 positions)
LLM / Large Language Models22.3% (21 positions)
Python20.2% (19 positions)
GenAI / Generative AI19.1% (18 positions)
Data Governance & Quality13.8% (13 positions)
SQL13.8% (13 positions)
RAG (Retrieval-Augmented Generation)10.6% (10 positions)
Java9.6% (9 positions)
Platforms, Frameworks & Tooling

Infrastructure & tooling demanded in job specs (% penetration)

MLOps / Evals & Observability18.1% (17 positions)
Apache Spark17% (16 positions)
Microsoft Azure14.9% (14 positions)
AWS↗13.8% (13 positions)
Databricks↗12.8% (12 positions)
Google Cloud Platform10.6% (10 positions)
Snowflake↗8.5% (8 positions)
Kubernetes7.4% (7 positions)

Seniority Level Breakdown

Corporate hierarchy distribution

Junior / Entry0%
Mid0%
Senior0%
Staff / Principal0%
Lead / Manager100%
Executive0%

Top Hiring Enterprises

Leading corporations posting this role

  • UnitedHealth Group17 positions
  • McDonald's6 positions
  • Google (Alphabet)4 positions
  • Alphabet Inc. (Class A)4 positions
  • Alphabet Inc. (Class C)4 positions
  • Coinbase4 positions

S&P 500 Sector Distribution

Industry sectors generating the highest hiring demand

  • Health Care27.5%
  • Communication Services23.2%
  • Consumer Discretionary17.4%
  • Financials13%
  • Information Technology10.1%
03 // LIVE ATS SPECIMENS

Live Enterprise Job Postings

Sample of active postings directly from corporate ATS boards

8 active openings
Robinhood MarketsS&P 500CA

Engineering Manager, AI Platform & Agentic Apps

Seniority tier: Lead / Manager
Global PaymentsS&P 500US

Senior Manager, AI Engineering

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

Senior Manager, Analytics Engineering

Seniority tier: Lead / Manager
Intercontinental ExchangeS&P 500US

Manager, Enterprise Data Platform

Seniority tier: Lead / Manager
Consolidated EdisonS&P 500US

Systems Manager - GCP Data Engineering, Enterprise Data & Analytics

Seniority tier: Lead / Manager
NetflixS&P 500US

Senior Engineering Manager - Agent Platform, AI Platform

Seniority tier: Lead / Manager
Trimble Inc.S&P 500UK

Agentic AI Engineering Manager

Seniority tier: Lead / Manager
CrowdStrikeS&P 500CAHybrid

Sr. Engineering Manager, AI on Sensor (Hybrid)

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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