Industry Vertical

Manufacturing and IoT Careers

Explore 3 career paths in the Manufacturing and IoT industry. Compare salaries, AI risk, and future demand to plan your career transition.

3 Roles

8.5 Avg Demand

25% Avg AI Risk

3 Remote-Friendly

AI Engineering Intermediate

AI Automation Engineer

An AI Automation Engineer designs, builds, and maintains intelligent automation pipelines that leverage large language models, com…

Salary $105,000-$185,000/yr

Python programming for automation and orchestration (asyncio, dataclasses, type hints)LLM prompt engineering and prompt chaining across multi-step workflowsLangChain / LlamaIndex / Haystack framework proficiency for agent and RAG pipelinesREST API design and integration (FastAPI, webhooks, OAuth2 flows) +8

Remote Requires Coding 8mo

AI Data & Analytics Advanced

AI Data Product Manager

The AI Data Product Manager sits at the critical intersection of data strategy, product management, and AI/ML implementation, resp…

Salary $130,000-$200,000/yr

Data Product Strategy & RoadmappingAI/ML Product Lifecycle ManagementData Literacy & Statistical ReasoningPrompt Engineering & AI Workflow Design +8

Remote Requires Coding 12mo

AI Data & Analytics Advanced

AI Feature Engineering Specialist

An AI Feature Engineering Specialist designs, extracts, transforms, and optimizes the input features that directly determine machi…

Salary $105,000-$180,000/yr

Feature extraction from structured, semi-structured, and unstructured dataAdvanced Pandas and PySpark for large-scale data transformationCategorical encoding strategies (target encoding, frequency encoding, embeddings)Time-series feature engineering (lag features, rolling windows, Fourier terms) +8

Remote Requires Coding 9mo