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Automotive and Autonomous Systems Careers

Explore 33 career paths in the Automotive and Autonomous Systems industry. Compare salaries, AI risk, and future demand to plan your career transition.

33 Roles
9.0 Avg Demand
18% Avg AI Risk
33 Remote-Friendly
AI Engineering Advanced

AI Safety Systems Engineer

An AI Safety Systems Engineer designs, builds, and maintains the technical guardrails, monitoring systems, and alignment mechanism…

Demand 9.2/10
AI Risk 15%
Salary $130,000-$230,000/yr
Machine learning fundamentals including transformer architectures, fine-tuning, and inference pipelinesAI alignment techniques such as RLHF, Constitutional AI, and reward modelingRed teaming and adversarial testing of language models and multimodal systemsPrompt injection detection, jailbreak prevention, and input/output sanitization +8
Remote Requires Coding 9mo
AI Engineering Advanced

AI DPO Systems Engineer

An AI DPO Systems Engineer designs, deploys, and maintains intelligent systems that automate data protection compliance, privacy i…

Demand 9.2/10
AI Risk 15%
Salary $120,000-$210,000/yr
Privacy-by-design architecture for ML pipelines and data platformsData discovery, classification, and lineage tracking at scalePolicy-as-code authoring using tools like Open Policy Agent (OPA) and AWS CedarPrivacy-enhancing technologies: differential privacy, k-anonymity, homomorphic encryption basics +8
Remote Requires Coding 9mo
AI Legal & Compliance Advanced

AI Compliance Automation Specialist

An AI Compliance Automation Specialist designs, builds, and maintains automated systems that continuously monitor, audit, and enfo…

Demand 9.2/10
AI Risk 15%
Salary $105,000-$185,000/yr
AI/ML governance frameworks (EU AI Act, NIST AI RMF, ISO 42001, OECD AI Principles)Policy-as-code authoring using tools like Open Policy Agent (OPA) and RegoPython scripting for automated model auditing, fairness testing, and drift detectionML model lifecycle management and MLOps pipeline integration +8
Remote Requires Coding 9mo
AI Legal & Compliance Advanced

AI Industry Compliance Specialist

An AI Industry Compliance Specialist ensures that AI systems, workflows, and data pipelines conform to evolving global regulations…

Demand 9.2/10
AI Risk 18%
Salary $110,000-$195,000/yr
AI risk assessment and algorithmic impact analysisDeep understanding of the EU AI Act, NIST AI RMF, and ISO/IEC 42001GDPR, CCPA, and global data privacy regulation as applied to AI training dataModel documentation practices including Model Cards and Datasheets for Datasets +8
Remote Requires Coding 10mo
AI Legal & Compliance Intermediate

AI Regulatory Change Monitoring Specialist

An AI Regulatory Change Monitoring Specialist tracks, interprets, and operationalizes emerging AI regulations across jurisdictions…

Demand 9.2/10
AI Risk 15%
Salary $95,000-$165,000/yr
AI regulatory landscape mapping across jurisdictions (EU, US, China, UK, Canada, Brazil, etc.)Legislative and regulatory text analysis and obligation extractionAI system risk classification under frameworks like the EU AI ActAutomated document monitoring pipeline design using LLMs and NLP +8
Remote Requires Coding 6mo
AI Legal & Compliance Advanced

AI AI Regulation Specialist

An AI Regulation Specialist navigates the rapidly evolving global landscape of AI governance, translating complex legislation like…

Demand 9.2/10
AI Risk 25%
Salary $95,000-$210,000/yr
Global AI regulatory framework expertise (EU AI Act, NIST AI RMF, ISO/IEC 42001, China AI regulations)AI system risk classification and conformity assessment methodologyTechnical AI literacy - understanding model architectures, training pipelines, bias metrics, and explainability techniquesRegulatory text analysis and cross-jurisdictional legal comparison +8
Remote Requires Coding 8mo
AI Security & Trust Advanced

AI Penetration Testing Automation Specialist

An AI Penetration Testing Automation Specialist designs, builds, and operates intelligent systems that autonomously discover, vali…

Demand 9.2/10
AI Risk 15%
Salary $120,000-$210,000/yr
Network and web application penetration testing (OWASP, PTES, NIST 800-115)LLM and prompt injection attack methodology (indirect prompt injection, jailbreaking, data exfiltration via AI)Python scripting for security automation and exploit developmentAI agent orchestration using LangChain, LangGraph, or CrewAI for multi-step attack simulation +8
Remote Requires Coding 12mo
AI Security & Trust Expert

AI Red Team Specialist

AI Red Team Specialists systematically probe, attack, and stress-test AI systems-especially large language models-to uncover vulne…

Demand 9.2/10
AI Risk 15%
Salary $140,000-$280,000/yr
Adversarial machine learning fundamentals (evasion, extraction, poisoning, inference attacks)LLM architecture internals (transformer attention, tokenization, alignment techniques like RLHF/DPO)Prompt injection and jailbreak methodology (direct, indirect, multi-turn, multi-modal vectors)OWASP Top 10 for LLM Applications and emerging AI security standards +8
Remote Requires Coding 12mo
AI Security & Trust Advanced

AI Purple Team Specialist

An AI Purple Team Specialist bridges offensive red-team adversarial testing and defensive blue-team hardening of AI systems, ensur…

Demand 9.2/10
AI Risk 15%
Salary $130,000-$240,000/yr
Adversarial machine learning fundamentals (evasion, poisoning, extraction, inversion attacks)LLM prompt engineering and red-teaming methodology (jailbreaks, prompt injection, indirect injection)Python proficiency for building custom attack scripts, fuzzers, and evaluation harnessesAI threat modeling using frameworks like MITRE ATLAS, OWASP LLM Top 10, and NIST AI RMF +8
Remote Requires Coding 12mo
AI Security & Trust Advanced

AI Privacy-Preserving AI Specialist

An AI Privacy-Preserving AI Specialist designs, implements, and audits AI systems that extract insights and build models while rig…

Demand 9.2/10
AI Risk 15%
Salary $130,000-$210,000/yr
Deep understanding of Differential Privacy (DP) theory and implementationExpertise in Federated Learning (FL) architectures and frameworksProficiency in Privacy-Preserving Machine Learning (PPML) techniques (Secure Multi-Party Computation, Homomorphic Encryption)Conducting Privacy Impact Assessments (PIAs) for AI systems +7
Remote Requires Coding 9mo
AI Security & Trust Advanced

AI Secure Deployment Engineer

An AI Secure Deployment Engineer safeguards the full lifecycle of AI systems-from model packaging and container orchestration to p…

Demand 9.2/10
AI Risk 15%
Salary $130,000-$240,000/yr
Prompt Injection Detection and MitigationML Model Security (adversarial robustness, model extraction defense, data poisoning prevention)Secure API Gateway Configuration for AI Services (rate limiting, token budgets, auth flows)Container and Kubernetes Security for GPU Workloads +8
Remote Requires Coding 9mo
AI Security & Trust Expert

AI Quantum-Safe Security Specialist

An AI Quantum-Safe Security Specialist protects AI systems, models, and sensitive data against both classical and quantum-enabled …

Demand 9.2/10
AI Risk 15%
Salary $145,000-$285,000/yr
Post-quantum cryptography: ML-KEM (Kyber), ML-DSA (Dilithium), SLH-DSA (SPHINCS+), and hybrid schemesClassical cryptographic foundations: RSA, ECC, AES, TLS, PKI, digital signaturesAI/ML security: adversarial robustness, model poisoning, data poisoning, federated learning privacyQuantum threat modeling: Harvest-Now-Decrypt-Later (HNDL) risk assessment, cryptographic agility planning +8
Remote Requires Coding 18mo
AI Data & Analytics Intermediate

AI Data Pipeline Engineer

An AI Data Pipeline Engineer designs, builds, and maintains the end-to-end data infrastructure that feeds modern AI and ML systems…

Demand 9.1/10
AI Risk 15%
Salary $110,000-$185,000/yr
Python programming with data-centric libraries (pandas, Polars, PySpark, Dask)ETL/ELT pipeline design and orchestration (Airflow, Dagster, Prefect, Mage)Cloud data platform engineering (AWS Glue, BigQuery, Snowflake, Databricks)Stream processing (Kafka, Flink, Spark Streaming, Kinesis) +8
Remote Requires Coding 6mo
AI Data & Analytics Intermediate

AI Data Governance Specialist

An AI Data Governance Specialist ensures the integrity, compliance, privacy, and ethical quality of data used across AI and machin…

Demand 9.1/10
AI Risk 15%
Salary $105,000-$185,000/yr
Data lineage design and implementation for ML pipelinesPII detection, classification, and anonymization techniquesRegulatory compliance mapping (GDPR, CCPA, EU AI Act, NIST AI RMF)Bias and fairness auditing in training datasets +8
Remote Requires Coding 9mo
AI Data & Analytics Intermediate

AI Data Compliance Specialist

AI Data Compliance Specialists ensure that datasets, model pipelines, and AI deployments adhere to evolving global regulations suc…

Demand 9.1/10
AI Risk 15%
Salary $95,000-$175,000/yr
Global data privacy regulation expertise (GDPR, CCPA/CPRA, LGPD, PIPL, APPI)EU AI Act risk classification and conformity assessmentData lineage tracking and provenance documentation for ML pipelinesPrivacy-preserving machine learning techniques (differential privacy, federated learning, data anonymization) +8
Remote Requires Coding 8mo
AI Legal & Compliance Intermediate

AI Privacy Compliance Specialist

An AI Privacy Compliance Specialist bridges the gap between rapidly evolving AI systems and the complex web of global data protect…

Demand 9.1/10
AI Risk 20%
Salary $95,000-$175,000/yr
Global privacy regulation expertise (GDPR, CCPA/CPRA, LGPD, PIPL, EU AI Act)Data Protection Impact Assessment (DPIA) drafting and reviewAI training data lineage mapping and consent managementPrivacy-enhancing technologies (PETs): differential privacy, federated learning, homomorphic encryption, synthetic data generation +8
Remote Requires Coding 8mo
AI Security & Trust Advanced

AI Threat Intelligence Specialist

An AI Threat Intelligence Specialist monitors, analyzes, and anticipates adversarial threats targeting AI systems - from prompt in…

Demand 9.1/10
AI Risk 15%
Salary $125,000-$210,000/yr
Adversarial machine learning (evasion, poisoning, extraction, inversion attacks)LLM security: prompt injection taxonomy, jailbreak analysis, indirect prompt injectionThreat modeling for AI systems using frameworks like MITRE ATLAS and OWASP LLM Top 10Python scripting for adversarial payload generation and detection +8
Remote Requires Coding 10mo
AI Engineering Intermediate

AI Evaluation Engineer

AI Evaluation Engineers design, build, and operate the measurement infrastructure that determines whether AI systems actually work…

Demand 9.0/10
AI Risk 15%
Salary $95,000-$175,000/yr
Designing evaluation metrics and benchmark suites for LLM and generative AI outputsPython proficiency for writing evaluation scripts, data pipelines, and scoring harnessesStatistical analysis including hypothesis testing, confidence intervals, and inter-rater reliabilityPrompt engineering for automated evaluation and synthetic test-case generation +8
Remote Requires Coding 6mo
AI Engineering Advanced

AI Distillation Engineer

An AI Distillation Engineer specializes in compressing large-scale foundation models into smaller, faster, and cheaper student mod…

Demand 9.0/10
AI Risk 25%
Salary $120,000-$210,000/yr
Knowledge distillation theory and implementation (logit-based, feature-based, relation-based)PyTorch and Hugging Face Transformers for model training and evaluationQuantization techniques (GPTQ, AWQ, GGUF, INT8/INT4) and calibration data selectionModel architecture analysis - attention mechanisms, MoE routing, layer redundancy +8
Remote Requires Coding 9mo
AI Data & Analytics Advanced

AI Data Privacy Analyst

The AI Data Privacy Analyst is a critical hybrid role ensuring AI systems respect privacy regulations, build user trust, and manag…

Demand 9.0/10
AI Risk 30%
Salary $90,000-$155,000/yr
Deep understanding of global privacy regulations (GDPR, CCPA, LGPD, PIPL)Data Protection Impact Assessment (DPIA) for AI systemsPrivacy-by-Design & Privacy Engineering principlesAI/ML pipeline literacy (data collection, labeling, training, deployment) +8
Remote Requires Coding 9mo
AI Legal & Compliance Advanced

AI Licensing Agreement Specialist

An AI Licensing Agreement Specialist is a hybrid legal-technical professional who drafts, negotiates, and manages licensing agreem…

Demand 9.0/10
AI Risk 25%
Salary $85,000-$195,000/yr
AI model licensing frameworks (Apache 2.0, MIT, RAIL, BigScience BLOOM, OpenRAIL)Intellectual property law fundamentals - copyright, trade secrets, patents as they apply to AI outputsData licensing and provenance - training dataset rights, synthetic data ownership, web-scraping legalityContract drafting and negotiation for technology agreements +8
Remote Requires Coding 9mo
AI Data & Analytics Intermediate

AI Data Ops Specialist

An AI Data Ops Specialist owns the end-to-end data lifecycle that feeds modern AI systems - from ingestion, cleansing, labeling, a…

Demand 8.7/10
AI Risk 20%
Salary $85,000-$165,000/yr
Data pipeline design and orchestration (Airflow, Dagster, Prefect)Python and SQL for data transformation and automationData quality monitoring, validation, and anomaly detectionDataset versioning, lineage tracking, and metadata management +8
Remote Requires Coding 6mo
AI Data & Analytics Intermediate

AI Metadata Management Specialist

An AI Metadata Management Specialist designs, curates, and governs the structured metadata layers that make AI systems discoverabl…

Demand 8.7/10
AI Risk 25%
Salary $92,000-$165,000/yr
Metadata schema design and ontological modeling (Dublin Core, DCAT, schema.org extensions)Data lineage tracking and provenance documentation across ML pipelinesVector database cataloging and embedding index managementSemantic tagging, annotation taxonomy design, and controlled vocabulary curation +8
Remote Requires Coding 6mo
AI Data & Analytics Intermediate

AI Data Quality Analyst

An AI Data Quality Analyst ensures the accuracy, consistency, and fitness-for-purpose of datasets powering machine learning models…

Demand 8.7/10
AI Risk 25%
Salary $85,000-$145,000/yr
Statistical data profiling and anomaly detectionData labeling quality assessment and inter-annotator agreement metricsSQL mastery for complex data quality queries across large datasetsPython scripting for automated data validation and ETL quality checks +8
Remote Requires Coding 6mo
AI Operations & Logistics Intermediate

AI Asset Lifecycle Manager

An AI Asset Lifecycle Manager governs every AI artifact an organization creates or consumes - models, datasets, prompt templates, …

Demand 8.7/10
AI Risk 25%
Salary $105,000-$175,000/yr
AI/ML model registry management and version controlDataset provenance tracking and data lineage documentationCost optimization for inference, training, and storage across cloud providersAI model licensing, copyright, and open-source compliance +8
Remote Requires Coding 8mo
AI Design & Creative Intermediate

AI Architecture Visualization Specialist

An AI Architecture Visualization Specialist translates complex AI and ML system designs-spanning LLM pipelines, multi-agent framew…

Demand 8.5/10
AI Risk 20%
Salary $95,000-$165,000/yr
AI/ML architecture pattern recognition (transformers, RAG, multi-agent systems, fine-tuning pipelines)Information architecture and visual hierarchy designInteractive data visualization with D3.js, Observable, or PlotlyDiagramming and system modeling using Mermaid, PlantUML, and C4 Model notation +8
Remote Requires Coding 6mo
AI Legal & Compliance Expert

AI GDPR Compliance Specialist

An AI GDPR Compliance Specialist bridges the gap between technical AI development and global data privacy law, ensuring that machi…

Demand 8.5/10
AI Risk 20%
Salary $120,000-$190,000/yr
Deep expertise in GDPR, ePrivacy, and global privacy frameworks (CCPA, LGPD, etc.)Understanding of AI/ML lifecycle: data collection, training, deployment, monitoringProficiency in Data Protection Impact Assessments (DPIAs) for AI systemsData mapping and lineage tracking for complex ML pipelines +6
Remote Requires Coding 6mo