AI training jobs for engineers

Write realistic mechanical engineering problems and evaluate AI-generated analysis and designs for errors, ignored failure modes, and manufacturability.

Define evaluation scope and standards for nuclear and radiological safety, and develop frameworks for safe abstraction of sensitive information.

Review mechanical installation drawings and millwright documentation, and answer trade-specific questions from real project documents with step-by-step reasoning.

Evaluate AI-generated military scenarios for operational realism and weapons employment decisions, providing clear written feedback.

Create, solve, review, and validate engineering tasks by translating physical requirements into computational models and running simulations.

Solve and validate aerodynamic problems by running CFD workflows and using Python to automate preprocessing and postprocessing.

Create self-contained hardware engineering problems and develop reference solutions using engineering calculations, simulations, or scripts.

Author computational materials science tasks, each with a Python reference solution and tests that check the result.

Author scientific-computing tasks from your own engineering research, with Python reference solutions and tests checking results.

Build and operate Kubernetes-based production infrastructure on AWS, and investigate production incidents to implement durable fixes.

Analyze multi-part mechanical assemblies and write challenging technical questions with answers validated directly from CAD models.

Formalize natural-language mathematics into Lean statements and review AI-generated Lean proofs for failures or wrongly proved statements.

Write realistic electrical engineering problems with expert answers and evaluate AI-generated analysis and designs for errors and unrealistic assumptions.

Build realistic tasks from electrical engineering work and judge frontier AI model answers against professional standards.

Review advanced machining drawings and GD&T specifications, and evaluate construction plan sheets for potential issues or missing information.

Review and annotate aircraft maintenance manuals and evaluate borescope engine inspection data, identifying anomalies and recommending corrective actions.

Review PCB CAM and Gerber files for manufacturability and quality, and inspect PCB assembly builds visually.

Build realistic mechanical engineering tasks and judge frontier AI model answers against professional standards.

Produce detailed 2D and 3D CAD models and engineering drawings, applying GD&T and tolerancing for manufacturing.

Classify user requests as benign, dual-use or adversarial, judge three model answers safe or unsafe, and rank them.

Evaluate AI answers to chemical engineering scenarios, checking material and energy balances and assumptions.

Write engineering design problems with reference answers and grade model-written analysis for governing failure modes and assumptions.

Write mechanical design problems with reference answers and grade model-written analysis for correct free body diagrams and failure modes.

Write circuit or systems problems with reference answers, and grade model-written electrical design and analysis for topology, margins, and timing.

Write materials problems with reference answers, and grade model-written structure-property reasoning for microstructure, characterization, and processing realism.

Classify chemical requests, mark model answers safe or unsafe, and write the answer the model should have given.

Author fire and life safety review tasks, such as egress plan check and sprinkler review, with correct answers.

Author evaluation tasks and correct answers from real drawings and site documents, such as plan review comment sets.

Author drawing-review tasks and correct answers, such as RFI responses and coordination comment sets, from real drawings.

Author permit plan review tasks from real drawings and write correct answers such as correction letters and review decisions.

Write benign, dual-use, and adversarial chemistry prompts, then evaluate model responses against a policy standard and write reference answers.

Write benign, dual-use, and adversarial prompts in blasting and energetic materials, then evaluate model responses against a policy standard.

Write benign, dual-use, and adversarial propulsion prompts, then evaluate model responses against a policy standard and write reference answers.

Write single-turn prompts labelled benign, dual-use, or adversarial, and evaluate model responses against a defined policy standard.

Write benign, dual-use, and adversarial prompts on energetic materials, evaluate model responses against a policy standard, and write reference answers.

Write benign, dual-use, and adversarial prompts on nuclear materials, then evaluate model responses against a policy standard with reference answers.

Write benign, dual-use, and adversarial prompts and evaluate model responses against a defined policy standard.

Write single-turn prompts labelled benign, dual-use, or adversarial and evaluate model responses against a defined policy standard.

Write benign, dual-use, and adversarial prompts on nuclear safeguards and evaluate model responses against a defined policy standard.

Write benign, dual-use, and adversarial prompts and evaluate model responses against a policy standard, writing reference answers.

Write benign, dual-use, and adversarial prompts, then evaluate AI responses against a policy standard.

Write benign, dual-use, and adversarial prompts on radiological safety and evaluate model responses against a defined policy standard.

Write benign, dual-use, and adversarial prompts, evaluate responses against a policy standard, and write reference answers.

Review AI-generated chemical, biological, radiological, and nuclear content for accuracy and safety, flagging unsafe or operationally enabling material.

Analyze multi-part mechanical assemblies in FreeCAD files and write precise question-and-answer sets for each assembly.

Review AI-generated materials science content for scientific accuracy, and write gold-standard answers while ranking multiple AI responses by correctness.

Classify requests as benign, dual-use or adversarial and mark model answers as safe or unsafe.

Write benign, dual-use, and adversarial prompts, then evaluate AI responses against a defined policy standard.

Review AI-generated CFD responses for correctness and solve advanced problems involving mesh generation, turbulence modeling, multiphase flow, and heat transfer.

Analyze RF/EM systems, antennas, and circuits, and evaluate design trade-offs, calculations, and proposed solutions.

Design automated test systems and sequences for electrical hardware, and analyze test results to identify root causes of failures.

Evaluate electrical designs against technical requirements and perform calculations such as voltage drop and short-circuit analysis.

Evaluate AI-generated device design, biomechanics, biomaterials, imaging, and regulatory submission content for technical accuracy, and create expert demonstrations.

Evaluate AI-generated site assessments, permitting and compliance analysis, and remediation design for technical accuracy, and create expert demonstrations.

Author realistic structural scenarios from load analysis through connection design and grade model output for structural soundness and code compliance.

Author engineering design and review scenarios and grade model output for technical accuracy and code compliance.

Author realistic process scenarios, from mass balances through safety review, and grade model output for technical accuracy and process safety.

Author realistic aerospace scenarios and grade model output for technical accuracy and standards compliance.

Author realistic materials scenarios from selection through failure analysis and grade model output for technical accuracy and practical feasibility.

Author realistic electrical engineering scenarios and grade model output for technical accuracy and standards compliance.

Author realistic network scenarios and grade model output for protocol accuracy and operational soundness.

Review deployed network logs, configs, and telemetry, then label and classify network anomalies and incident patterns.

Complete construction planning, document review, field problem solving, and technical evaluation tasks across a variety of project types.

Evaluate how frontier AI models reason about expert-level hardware design problems and define what correct and excellent look like.

Review AI-generated architecture and design content and trainer work, giving precise written feedback against project guidelines and rubrics.

Review AI-generated biomedical engineering content and trainer/QA work against project guidelines, giving precise written feedback.

Review AI-generated civil engineering content and trainer/QA work against project guidelines, providing precise written feedback.

Review AI-generated chemical engineering content and trainer/QA work against project guidelines, and provide precise written feedback.

Review AI-generated electrical engineering content and trainer work, giving written feedback on technical accuracy against project guidelines.

Review AI-generated mechanical engineering content and trainer/QA work for technical accuracy, and give written feedback against project guidelines.

Evaluate AI-generated responses for technical accuracy and challenge language models with realistic chemical engineering scenarios and calculations.

Evaluate AI-generated responses for technical accuracy and challenge language models with realistic biomedical engineering scenarios.

Evaluate AI-generated responses for technical accuracy and challenge language models with realistic electrical engineering scenarios and calculations.

Evaluate AI-generated responses for technical accuracy and challenge language models with realistic civil engineering scenarios.

Review AI-generated engineering solutions, evaluating reasoning quality, and rate and compare multiple responses with written feedback on correctness.

Complete mechanical design, engineering analysis, and technical documentation tasks in support of product development for assigned projects.

Complete model development and simulation data analysis tasks applied to real atomistic, electronic, or structural materials datasets.

Design and evaluate industrial engineering scenarios that test the AI's ability to apply process improvement principles.

Design and evaluate mechanical engineering scenarios that test an AI's ability to apply mechanical systems and design principles.

Design and evaluate civil engineering scenarios that test AI on infrastructure and structural design principles.