Specialties · Modern Roles

The modern engineering role map.

15 categories, 140+ roles. From AI and data centers to robotics, semiconductors, and emerging specialist work.

Engineers who build, train, deploy, and operate modern AI systems — from foundation models and agents to evaluation, safety, and AI infrastructure.

Pipelines, warehouses, lakes, streaming, governance, and BI — the engineers who turn raw data into trustworthy business systems.

Cloud infrastructure, internal developer platforms, DevOps, SRE, Kubernetes, and FinOps engineers who run modern software at scale.

Engineers behind the facilities, power, cooling, networks, and GPU clusters powering modern AI and cloud workloads.

Engineers securing systems, networks, applications, cloud, identity, and AI against modern threats.

Robotics, autonomous systems, industrial control, computer vision, mechatronics, and digital twin engineers.

Chip design, verification, EDA, fab processes, packaging, photonics, and quantum hardware engineers.

Full-stack, frontend, backend, mobile, API, integration, and developer-experience engineers who ship products.

Smart contract, DeFi, tokenization, infrastructure, and crypto security engineers.

Renewables, batteries, grid, hydrogen, EV charging, carbon capture, climate tech, and microgrid engineers.

Smart buildings, BIM, digital construction, IoT, PropTech, and geospatial engineers.

Advanced manufacturing, additive, industrial AI, predictive maintenance, supply chain, and quality engineers.

Bioinformatics, computational biology, medical AI, digital health, and biomedical device engineers.

Drones, autonomous flight, satellites, defense AI, electronic warfare, and radar systems engineers.

New and emerging engineering roles built around AI orchestration, evaluation, retrieval, agents, and human-AI interaction.