Skip to main content

Industry Vertical

Financial Services Careers

Explore 43 career paths in the Financial Services industry. Compare salaries, AI risk, and future demand to plan your career transition.

43 Roles
8.7 Avg Demand
20% Avg AI Risk
43 Remote-Friendly
AI Engineering Advanced

AI Agent Developer

AI Agent Developers design, build, and deploy autonomous or semi-autonomous AI agents that reason, plan, use tools, and accomplish…

Demand 9.2/10
AI Risk 15%
Salary $95,000-$260,000/yr
LLM fundamentals: transformer architecture awareness, tokenization, context windows, temperature/top-p tuning, and model selection trade-offsPrompt engineering: system prompt design, few-shot chaining, structured output formatting, and prompt debugging methodologyAgent architecture patterns: ReAct, Plan-and-Execute, tree-of-thought, reflection loops, and human-in-the-loop designsTool use and function calling: defining tool schemas, handling tool output parsing, error recovery, and multi-tool orchestration +8
Remote Requires Coding 6mo
AI Engineering Advanced

AI Grounding Systems Engineer

AI Grounding Systems Engineers architect and optimize the pipelines that connect large language models to verified, real-world kno…

Demand 9.2/10
AI Risk 15%
Salary $115,000-$195,000/yr
Retrieval-Augmented Generation (RAG) architecture and pipeline designVector database management and embedding optimization (indexing, chunking strategies, hybrid search)Knowledge graph construction, querying (Cypher/SPARQL), and entity resolutionPrompt engineering for faithful context incorporation and source attribution +8
Remote Requires Coding 8mo
AI Engineering Expert

AI RLHF Systems Engineer

An AI RLHF Systems Engineer designs, builds, and optimizes reinforcement learning from human feedback pipelines that align large l…

Demand 9.2/10
AI Risk 15%
Salary $160,000-$290,000/yr
Deep understanding of reinforcement learning fundamentals (policy gradients, PPO, DPO, KTO)Reward model design, training, and evaluation for preference dataLarge-scale distributed training with multi-GPU / multi-node orchestrationPreference data collection pipeline design including annotation quality assurance +8
Remote Requires Coding 12mo
AI Education & Training Intermediate

AI Competency Assessment Specialist

An AI Competency Assessment Specialist designs, validates, and administers frameworks that measure individuals' and organizations'…

Demand 9.1/10
AI Risk 25%
Salary $90,000-$165,000/yr
Psychometric test design and item response theory (IRT)AI literacy frameworks and competency taxonomy developmentStatistical analysis using Python (pandas, scipy, statsmodels)LLM prompt engineering for assessment generation and scoring +8
Remote Requires Coding 6mo
AI Engineering Intermediate

RAG Engineer

A RAG Engineer designs and builds Retrieval-Augmented Generation pipelines that ground large language model outputs in authoritati…

Demand 9.0/10
AI Risk 15%
Salary $110,000-$185,000/yr
Vector database design and operations (indexing, querying, filtering, hybrid search)Embedding model selection, fine-tuning, and evaluation for domain-specific corporaDocument ingestion and intelligent chunking strategies (semantic, recursive, agentic)Prompt engineering and context window management for RAG-specific templates +8
Remote Requires Coding 6mo
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 Long-Context Systems Engineer

An AI Long-Context Systems Engineer designs and builds production systems that exploit large context windows (128K-10M+ tokens) in…

Demand 9.0/10
AI Risk 15%
Salary $145,000-$280,000/yr
Long-context prompt architecture and dynamic context budgetingTransformer attention mechanics and the lost-in-the-middle problemChunking, hierarchical summarization, and document segmentation strategiesToken economics: cost modeling, caching, and budget-aware routing +8
Remote Requires Coding 10mo
AI Data & Analytics Intermediate

AI Dataset Curator

An AI Dataset Curator designs, assembles, cleans, and maintains the high-quality datasets that power machine learning and large la…

Demand 9.0/10
AI Risk 25%
Salary $75,000-$145,000/yr
Dataset schema design and annotation guideline authoringData cleaning and normalization with Python (pandas, polars, NumPy)Label quality assurance: inter-annotator agreement (Cohen's kappa, Fleiss' kappa), consensus modeling, and adjudication workflowsBias and representativeness auditing across demographic, geographic, and topical dimensions +8
Remote Requires Coding 6mo
AI Data & Analytics Advanced

AI Benchmark Dataset Designer

An AI Benchmark Dataset Designer architects curated evaluation datasets that objectively measure AI model capabilities, safety, fa…

Demand 9.0/10
AI Risk 25%
Salary $110,000-$195,000/yr
Benchmark task design and taxonomy creationStatistical methodology for evaluation (confidence intervals, effect sizes, bootstrap)Prompt engineering and adversarial input craftingAnnotation pipeline design with inter-annotator reliability metrics (Cohen's kappa, Krippendorff's alpha) +8
Remote Requires Coding 8mo
AI Education & Training Advanced

AI Certification Program Designer

An AI Certification Program Designer architects industry-recognized credentialing frameworks that validate AI competencies - from …

Demand 9.0/10
AI Risk 20%
Salary $95,000-$185,000/yr
Competency framework design and job-task analysis (JTA) methodologyInstructional systems design (ADDIE, SAM, backward design models)AI/ML technical literacy spanning supervised learning, NLP, generative AI, MLOps, and responsible AIAssessment and psychometric design including item response theory and exam blueprinting +8
Remote Requires Coding 9mo
AI Operations & Logistics Advanced

AI Demand Forecasting Specialist

An AI Demand Forecasting Specialist leverages machine learning, deep learning, and large language models to predict customer deman…

Demand 9.0/10
AI Risk 15%
Salary $95,000-$175,000/yr
Time-series analysis and classical forecasting (ARIMA, ETS, Prophet)Machine learning for regression and classification (XGBoost, LightGBM, Random Forest)Deep learning for sequential data (LSTM, Transformer-based forecasters, N-BEATS, TFT)Feature engineering from heterogeneous data sources (structured, semi-structured, unstructured) +8
Remote Requires Coding 9mo
AI Product & Strategy Advanced

AI Startup Evaluator

An AI Startup Evaluator critically assesses early-stage AI companies for investment readiness, technical differentiation, and prod…

Demand 8.8/10
AI Risk 25%
Salary $95,000-$185,000/yr
AI/ML technical literacy - ability to read model architectures, understand training pipelines, and assess inference cost structuresStartup due diligence methodology - structured evaluation of team, technology, market, traction, and defensibilityCompetitive landscape mapping - identifying direct competitors, open-source threats, and big-tech adjacent offeringsFinancial modeling for AI startups - unit economics, compute cost projections, and revenue model analysis +8
Remote Requires Coding 9mo
AI Engineering Intermediate

AI Voice Application Engineer

AI Voice Application Engineers design, build, and optimize intelligent voice-driven systems that enable natural spoken interaction…

Demand 8.7/10
AI Risk 25%
Salary $105,000-$175,000/yr
Speech-to-text pipeline design and integration (streaming and batch)Text-to-speech synthesis selection, configuration, and voice customizationLLM orchestration for conversational turn management and context handlingReal-time streaming architecture (WebSockets, WebRTC, SIP) +8
Remote Requires Coding 8mo
AI Content Intermediate

AI Content Attribution Specialist

An AI Content Attribution Specialist ensures the transparent, legally defensible, and technically verifiable provenance of AI-gene…

Demand 8.7/10
AI Risk 20%
Salary $95,000-$165,000/yr
Content provenance and lineage tracking (C2PA, Content Credentials)AI watermarking and fingerprinting techniquesMetadata schema design and taxonomy developmentCopyright and IP law fundamentals for AI-generated works +8
Remote Requires Coding 6mo
AI Data & Analytics Advanced

AI Anomaly Detection Engineer

An AI Anomaly Detection Engineer designs, builds, and maintains intelligent systems that automatically identify unusual patterns, …

Demand 8.7/10
AI Risk 25%
Salary $90,000-$160,000/yr
Proficiency in Python for data manipulation and model developmentDeep understanding of statistical hypothesis testing and outlier detection methodsExpertise in unsupervised and semi-supervised ML algorithms (e.g., Isolation Forest, One-Class SVM, Autoencoders)Experience with time-series analysis and forecasting for temporal anomaly detection +8
Remote Requires Coding 8mo
AI Data & Analytics Advanced

AI Causal Inference Analyst

An AI Causal Inference Analyst determines not just what happened, but why it happened - using causal reasoning frameworks, statist…

Demand 8.7/10
AI Risk 15%
Salary $95,000-$175,000/yr
Causal DAG construction and Pearl's do-calculus frameworkPotential outcomes framework (Rubin Causal Model) and SUTVA assumptionsDifference-in-differences (DiD) and event study designInstrumental variable estimation and two-stage least squares +10
Remote Requires Coding 10mo
AI Legal & Compliance Intermediate

AI Court Document Analyst

An AI Court Document Analyst leverages large language models, retrieval-augmented generation pipelines, and natural language proce…

Demand 8.7/10
AI Risk 25%
Salary $78,000-$155,000/yr
Legal document taxonomy and court filing structure (dockets, motions, orders, opinions)Prompt engineering for legal-domain LLM extraction and summarizationRetrieval-Augmented Generation (RAG) pipeline design for case law databasesNamed Entity Recognition applied to legal entities, statutes, and case citations +8
Remote Requires Coding 8mo
AI Engineering Advanced

AI Embedding Systems Engineer

An AI Embedding Systems Engineer designs, builds, and optimizes the infrastructure that transforms unstructured data (text, images…

Demand 8.5/10
AI Risk 20%
Salary $120,000-$200,000/yr
Embedding Model Selection & Fine-TuningVector Database Architecture & Administration (Pinecone, Weaviate, Milvus)High-Throughput Data Pipeline Design (Airflow, Spark, Kafka)Approximate Nearest Neighbor (ANN) Algorithm Implementation & Tuning +8
Remote Requires Coding 6mo
AI Content Intermediate

AI Content A/B Testing Specialist

An AI Content A/B Testing Specialist designs and analyzes experiments to optimize AI-generated text, images, and UX copy, driving …

Demand 8.5/10
AI Risk 20%
Salary $90,000-$150,000/yr
A/B Testing & Experimentation MethodologyStatistical Significance Analysis (p-values, confidence intervals, power)AI Prompt Engineering for Content VariationContent Performance Metrics (CTR, conversion rate, engagement time) +6
Remote Requires Coding 6mo
AI Legal & Compliance Advanced

AI Due Diligence Automation Specialist

The AI Due Diligence Automation Specialist designs, builds, and manages intelligent systems that automate the analysis of financia…

Demand 8.5/10
AI Risk 20%
Salary $95,000-$165,000/yr
Natural Language Processing (NLP) for Document AnalysisPrompt Engineering & Fine-Tuning LLMs (e.g., OpenAI GPT-4, Claude)Retrieval-Augmented Generation (RAG) ArchitectureData Extraction from Unstructured Sources (PDF, DOCX) +6
Remote Requires Coding 6mo
AI Content Intermediate

AI Wiki Builder

An AI Wiki Builder designs, generates, curates, and maintains living knowledge bases by leveraging large language models, retrieva…

Demand 8.2/10
AI Risk 25%
Salary $78,000-$155,000/yr
Information architecture and taxonomy design for scalable knowledge basesPrompt engineering for consistent, accurate wiki content generationRetrieval-augmented generation (RAG) pipeline design and implementationStructured content modeling (schemas, ontologies, metadata frameworks) +8
Remote Requires Coding 6mo