AI Careers for Analysts

AI Healthcare Analytics Specialist

An AI Healthcare Analytics Specialist leverages machine learning, NLP, and advanced statistical modeling to extract actionable ins…

Demand 9.2/10

Salary $95,000-$185,000/yr

Clinical data modeling with FHIR, HL7, and OMOP Common Data ModelHealthcare NLP: entity extraction, de-identification, clinical note summarization using LLMsPredictive modeling for patient outcomes (readmission, mortality, disease progression)Real-world evidence (RWE) analytics from claims and EHR datasets +8

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…

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

AI Data Lake Engineer

An AI Data Lake Engineer designs, builds, and optimizes large-scale data lake and lakehouse architectures purpose-built for AI and…

Salary $120,000-$210,000/yr

Lakehouse architecture design using Delta Lake, Apache Iceberg, or Apache HudiDistributed data processing with Apache Spark (PySpark) and DaskCloud data infrastructure on AWS (S3, Glue, Lake Formation, Athena), GCP (BigQuery, GCS, Dataplex), or Azure (Synapse, ADLS)Data pipeline orchestration with Apache Airflow, Dagster, or Prefect +8

Remote Requires Coding 12mo

AI Data Governance Specialist

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

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

AI Data Compliance Specialist

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

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

AI Operations Analytics Specialist

An AI Operations Analytics Specialist monitors, measures, and optimizes the performance, cost, and reliability of AI-powered syste…

LLM telemetry collection and aggregation (token counts, latency, model versions)Prompt-response quality scoring and evaluation pipeline designCost attribution and forecasting for multi-model, multi-tenant AI systemsSQL and analytical querying of operational and event-level datasets +8

Remote Requires Coding 7mo

AI Financial Analytics Specialist

An AI Financial Analytics Specialist leverages machine learning models, NLP, and generative AI to extract actionable intelligence …

Salary $105,000-$195,000/yr

Financial statement analysis and accounting fundamentals (GAAP/IFRS literacy)Time-series forecasting with ARIMA, Prophet, and LSTM architecturesNatural Language Processing for financial text (earnings calls, 10-K filings, news sentiment)Retrieval-Augmented Generation (RAG) for proprietary financial knowledge bases +8

AI IoT Data Analyst

An AI IoT Data Analyst specializes in extracting actionable intelligence from the massive, real-time data streams generated by Int…

Salary $90,000-$155,000/yr

IoT data pipeline architecture (ingestion, storage, processing)Time-series analysis and forecastingPython programming (pandas, NumPy, scikit-learn)ML model deployment and MLOps for edge devices +8

AI Data Monetization Strategist

An AI Data Monetization Strategist identifies, designs, and executes business models that transform raw data, AI-generated insight…

Salary $110,000-$195,000/yr

Data asset valuation and pricing methodologyData-as-a-Service (DaaS) product designData privacy regulation compliance (GDPR, CCPA, AI Act)SQL, Python, and data pipeline orchestration +8

Remote Requires Coding 10mo

AI Analytics Engineering Specialist

An AI Analytics Engineering Specialist bridges data engineering, analytics, and AI/ML to build intelligent data pipelines and auto…

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

Advanced SQL optimization for analytical workloads across Snowflake, BigQuery, and Databricksdbt (data build tool) for version-controlled, testable analytics transformationsPython for data pipeline scripting, API integration, and AI model orchestrationLLM integration patterns including prompt engineering, function calling, RAG pipelines, and embedding generation +8

AI Data Analyst

An AI Data Analyst leverages advanced AI tools, large language models, and traditional analytics to extract deep, predictive insig…

Salary $95,000-$155,000/yr

Advanced SQL and data modelingProficiency in Python for data manipulation (Pandas, NumPy)Statistical analysis and hypothesis testingPrompt engineering for LLMs (GPT-4, Claude, etc.) +8

AI Feature Store Engineer

An AI Feature Store Engineer designs, builds, and maintains the centralized repository (Feature Store) that serves curated, versio…

Salary $140,000-$240,000/yr

Advanced SQL and data modeling (dimensional, wide tables)Distributed data processing (Spark, Flink, Beam)Feature engineering and domain-driven feature conceptualizationReal-time and batch data pipeline design (ETL/ELT) +8

Remote Requires Coding 12mo

AI Streaming Data Engineer

An AI Streaming Data Engineer designs, builds, and maintains the real-time data pipelines that fuel modern AI systems, transformin…

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

Real-time data ingestion and message queuing (e.g., Kafka, Kinesis)Stream processing framework design (e.g., Apache Flink, Spark Structured Streaming)Cloud data platform architecture (AWS, GCP, Azure)Data modeling for low-latency access (e.g., wide-column stores, in-memory DBs) +8

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…

Salary $90,000-$155,000/yr

AI Risk 30%

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

AI Dataset Curator

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

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

AI Benchmark Dataset Designer

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

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

AI Multimodal Dataset Engineer

An AI Multimodal Dataset Engineer designs, curates, and maintains large-scale datasets that combine text, image, audio, video, and…

Multimodal data schema design (text-image-audio-video alignment and cross-referencing)Large-scale data pipeline engineering with Apache Beam, Spark, or DaskData quality assurance: automated metrics (perplexity filters, CLIP score thresholds, deduplication) and human-in-the-loop workflowsVersion control and provenance tracking for datasets (DVC, LakeFS, Delta Lake) +8

AI Product Analytics Specialist

An AI Product Analytics Specialist measures, interprets, and optimizes the performance of AI-powered products-from LLM chatbots an…

AI product KPI design (defining meaningful metrics for LLM, CV, and recommendation products)Event instrumentation and telemetry for AI features (tracing prompts, responses, latency, token usage)Statistical experimentation and A/B testing for AI-powered featuresLLM evaluation frameworks (BLEU, ROUGE, human preference scoring, LLM-as-judge) +8

AI Marketing Analytics Specialist

An AI Marketing Analytics Specialist combines deep marketing domain knowledge with modern AI and ML tooling to extract actionable …

Salary $90,000-$165,000/yr

Marketing attribution modeling (multi-touch, algorithmic, data-driven)Python for marketing data analysis (pandas, scikit-learn, statsmodels)LLM integration for automated insights and report generationSQL and data warehousing for marketing data (BigQuery, Snowflake) +8

AI Geospatial Data Analyst

The AI Geospatial Data Analyst transforms satellite imagery, LiDAR, and sensor data into actionable intelligence using machine lea…

Geospatial data acquisition & preprocessingSatellite imagery analysisMachine learning for object detection/segmentationSpatial ETL pipeline development +8

AI Business Intelligence Analyst

An AI Business Intelligence Analyst bridges traditional business intelligence with AI-powered analytics, using LLMs, machine learn…

Salary $85,000-$165,000/yr

SQL mastery for complex queries, window functions, CTEs, and data warehouse optimizationPython for data analysis (pandas, numpy) and AI API integration (OpenAI SDK, LangChain)Prompt engineering and LLM output validation for business-critical queriesData visualization and storytelling with tools like Tableau, Power BI, or Looker +8

AI Data Visualization Engineer

An AI Data Visualization Engineer designs and builds intelligent, interactive visual narratives from complex datasets using modern…

Advanced data visualization theory (Tufte principles, perceptual encoding, color science)Proficiency in JavaScript/TypeScript for interactive visualization (D3.js, Observable Plot, Vega-Lite)Python data wrangling and visualization (Pandas, Plotly, Altair, Matplotlib, Seaborn)LLM integration for automated chart spec generation and natural-language-to-visualization pipelines +8

AI Prescriptive Analytics Specialist

An AI Prescriptive Analytics Specialist designs and deploys intelligent decision systems that go beyond forecasting what will happ…

Salary $105,000-$195,000/yr

Mathematical optimization (linear, integer, mixed-integer, convex, and stochastic programming)Causal inference and counterfactual reasoning using DAGs and structural causal modelsSimulation modeling including Monte Carlo, discrete-event, and agent-based approachesReinforcement learning for sequential decision-making under uncertainty +8

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…

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

AI Metadata Management Specialist

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

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

AI Data Quality Analyst

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

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

AI ETL Automation Engineer

An AI ETL Automation Engineer designs, builds, and maintains intelligent data pipelines that leverage large language models, embed…

Python programming with emphasis on data manipulation (pandas, polars, Pydantic)ETL/ELT pipeline design and orchestration (Airflow, Prefect, Dagster)LLM API integration (OpenAI, Anthropic, Azure OpenAI) for intelligent extractionPrompt engineering for structured data extraction from unstructured sources +8

AI Master Data Management Specialist

An AI Master Data Management (MDM) Specialist ensures organizations maintain a single, authoritative, and AI-enhanced source of tr…

Entity Resolution and Probabilistic Record MatchingMaster Data Governance Framework DesignData Quality Profiling, Cleansing, and StandardizationMetadata Management and Business Glossary Authoring +8

AI Data Catalog Specialist

An AI Data Catalog Specialist designs, curates, and governs metadata-rich data catalogs that power AI and ML initiatives across th…

Metadata taxonomy design and ontology modelingData lineage mapping and visualizationData quality profiling, validation, and monitoringSQL fluency for querying and profiling large datasets +8

AI Data Lineage Analyst

An AI Data Lineage Analyst maps, monitors, and audits the complete lifecycle of data as it flows through AI and machine learning p…

AI Risk 18%

Data lineage graph modeling and DAG visualizationMetadata management and catalog design (Apache Atlas, DataHub, OpenMetadata)SQL fluency across multiple dialects (Postgres, BigQuery, Snowflake, Redshift)Python scripting for lineage extraction, API integration, and automation +8

AI ML Model Analyst

An AI ML Model Analyst evaluates, interprets, and monitors machine learning models to ensure they deliver accurate, fair, and acti…

Salary $90,000-$170,000/yr

Statistical hypothesis testing and significance analysisML model evaluation metrics (precision, recall, F1, AUC-ROC, BLEU, ROUGE)Confusion matrix analysis and error taxonomyFeature importance and SHAP-based model interpretability +8

AI Experiment Design Specialist

An AI Experiment Design Specialist architects rigorous, statistically sound experiments to evaluate, compare, and optimize AI mode…

Salary $110,000-$185,000/yr

Experimental design and hypothesis formulation for AI systemsStatistical analysis including Bayesian methods, power analysis, and multi-armed banditsLLM evaluation metrics: faithfulness, hallucination detection, answer relevancy, context recallPrompt engineering and systematic prompt variation methodology +8

AI A/B Testing Analyst

An AI A/B Testing Analyst designs, executes, and interprets controlled experiments on AI-powered products and features-from LLM pr…

Frequentist and Bayesian hypothesis testingExperiment design (A/B, A/B/n, multi-armed bandits, factorial designs)Statistical power analysis and sample size estimationPython for data analysis (pandas, scipy, statsmodels, numpy) +8

AI Anomaly Detection Engineer

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

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

AI Time Series Analyst

An AI Time Series Analyst leverages machine learning, deep learning, and statistical modeling to extract patterns, forecast outcom…

Time series decomposition (trend, seasonality, residuals)Statistical forecasting (ARIMA, SARIMA, Exponential Smoothing, Prophet)Deep learning for sequences (LSTM, GRU, Transformer-based architectures)Feature engineering for temporal data (lags, rolling windows, Fourier terms, holiday effects) +8

AI Causal Inference Analyst

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

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 Risk Modeling Analyst

An AI Risk Modeling Analyst identifies, quantifies, and mitigates risks embedded in artificial intelligence systems - spanning bia…

Salary $95,000-$185,000/yr

Statistical hypothesis testing and uncertainty quantificationMachine learning model evaluation (precision, recall, AUC, calibration curves)AI fairness and bias auditing across protected attributesModel explainability techniques (SHAP, LIME, attention visualization) +8

AI Synthetic Data Engineer

An AI Synthetic Data Engineer designs, generates, and validates artificial datasets that replicate the statistical properties of r…

Salary $95,000-$210,000/yr

Synthetic data generation using GANs, VAEs, and diffusion modelsStatistical distribution comparison and fidelity evaluation (KS tests, MMD, correlation matrices)Privacy-preserving data techniques including differential privacy and k-anonymityTabular data synthesis with tools like SDV (CTGAN, TVAE, CopulaGAN) +8

AI Image Data Specialist

An AI Image Data Specialist curates, annotates, validates, and manages large-scale image datasets that fuel computer vision models…

Salary $72,000-$135,000/yr

Image annotation taxonomy design for detection, segmentation, and classification tasksBounding box, polygon, semantic/instance segmentation, and keypoint labelingDataset curation, deduplication, and distribution balancing across classesQuality assurance pipelines including inter-annotator agreement (IAA) and consensus scoring +8

AI Text Dataset Specialist

An AI Text Dataset Specialist designs, curates, cleans, and governs the text corpora that power large language models, retrieval-a…

Salary $72,000-$140,000/yr

Text corpus curation and quality filtering at scaleAnnotation taxonomy design and inter-annotator agreement measurementPython scripting for text processing (regex, tokenization, deduplication)Bias detection and representational fairness auditing in datasets +8

AI Revenue Analytics Specialist

An AI Revenue Analytics Specialist leverages machine learning models, LLM-powered pipelines, and advanced data tooling to forecast…

Advanced SQL for revenue data modeling (CTEs, window functions, recursive queries)Python for data analysis, statistical modeling, and API integrationRevenue metric fluency - MRR, ARR, NDR, GDR, LTV:CAC, cohort retention, expansion revenueLLM prompt engineering for automated report generation and insight summarization +8

AI Supply Chain Analytics Specialist

An AI Supply Chain Analytics Specialist leverages machine learning, predictive modeling, and AI-powered tooling to optimize end-to…

Salary $95,000-$170,000/yr

Time-series demand forecasting (ARIMA, Prophet, DeepAR, Temporal Fusion Transformers)Supply chain domain knowledge (S&OP, MRP, inventory theory, bullwhip effect)Python for data science (pandas, scikit-learn, PyTorch, statsmodels)SQL and data modeling for enterprise data warehouses +8

AI Graph Analytics Specialist

An AI Graph Analytics Specialist designs, builds, and optimizes knowledge graphs, graph neural networks, and network-analysis pipe…

Salary $110,000-$195,000/yr

Graph data modeling and schema design (property graphs and RDF/OWL)Cypher, Gremlin, and SPARQL query languagesGraph neural networks (GCN, GAT, GraphSAGE) using PyTorch Geometric or DGLNetwork analysis metrics: centrality, community detection, PageRank, betweenness +8

AI Retail Analytics Specialist

An AI Retail Analytics Specialist leverages machine learning, large language models, and advanced data engineering to transform re…

Salary $85,000-$155,000/yr

SQL and advanced query optimization for large retail datasetsPython for data wrangling, modeling, and pipeline development (pandas, scikit-learn, NumPy)Retail KPI fluency: GMV, same-store sales, sell-through, markdown margin, customer lifetime value, RFMTime-series forecasting with seasonality, promotions, and holiday decomposition +8

AI Behavioral Data Analyst

An AI Behavioral Data Analyst studies how humans interact with AI-powered products and systems, transforming raw behavioral signal…

Salary $95,000-$170,000/yr

Behavioral event instrumentation and taxonomy design for AI productsSQL fluency across analytical warehouses (BigQuery, Snowflake, Redshift)Python-based exploratory data analysis with pandas, numpy, and scipyFunnel analysis, cohort analysis, and session-level AI interaction modeling +8

AI Voice of Customer Analytics Specialist

An AI Voice of Customer Analytics Specialist harnesses natural language processing, large language models, and advanced analytics …

Natural language processing fundamentals including tokenization, POS tagging, and named entity recognitionSentiment analysis and opinion mining across multilingual and multi-channel feedbackTopic modeling and theme extraction using LDA, BERTopic, and LLM-based approachesPrompt engineering for structured insight extraction from customer feedback using GPT-4, Claude, or open-source LLMs +8

AI Insight Automation Analyst

The AI Insight Automation Analyst designs and manages intelligent systems that automatically extract, synthesize, and act upon bus…

AI Pipeline ArchitecturePrompt Engineering & OrchestrationAdvanced SQL & Data ModelingPython for Data Science & Automation +6

AI Dashboard Designer

An AI Dashboard Designer is a hybrid visual strategist and data technologist who transforms raw AI metrics, model performance data…

AI/ML Concepts LiteracyData Storytelling & Information ArchitectureReal-time Data Pipeline UnderstandingDashboarding & Visualization (not just charts) +8

AI Reporting Automation Specialist

An AI Reporting Automation Specialist designs, builds, and maintains intelligent pipelines that transform raw data into scheduled,…

Salary $78,000-$140,000/yr

Advanced SQL for data extraction, aggregation, and complex joins across multiple sourcesPython scripting with pandas, polars, and scheduled task orchestrationPrompt engineering for generating accurate, context-aware report narrativesETL/ELT pipeline design and orchestration using Airflow, Prefect, or Dagster +8

AI Statistical Modeling Specialist

An AI Statistical Modeling Specialist designs, validates, and deploys statistical and probabilistic models enhanced by modern AI t…

Probability theory and mathematical statistics (frequentist & Bayesian)Bayesian inference and probabilistic programming (PyMC, Stan, NumPyro, Edward)Causal inference methodology (do-calculus, DAGs, propensity scoring, diff-in-diff, synthetic control)Generalized linear models and mixed-effects / hierarchical modeling +8

AI Predictive Analytics Specialist

An AI Predictive Analytics Specialist designs, builds, and maintains machine-learning-driven forecasting systems that transform ra…

Time series forecasting (ARIMA, Prophet, Temporal Fusion Transformers)Feature engineering for temporal, behavioral, and cross-sectional dataSupervised and unsupervised machine learning model selection and tuningDeep learning architectures for sequential and tabular prediction tasks +8

AI Real-Time Analytics Engineer

An AI Real-Time Analytics Engineer architects and operates the critical infrastructure that processes live data streams and applie…

Salary $110,000-$180,000/yr

Real-time Stream Processing (Kafka, Flink, Spark Streaming)Feature Engineering for Low-Latency MLML Model Serving & Inference OptimizationTime-Series Database & Analytics (ClickHouse, TimescaleDB) +8

AI Data Warehouse Automation Specialist

An AI Data Warehouse Automation Specialist architects and deploys intelligent systems that automatically design, build, optimize, …

Salary $95,000-$185,000/yr

Advanced SQL design, optimization, and dynamic query generationData warehouse architecture including star schema, snowflake schema, and Data Vault 2.0 modelingAI prompt engineering for code generation, schema inference, and documentation automationETL/ELT pipeline design and orchestration using modern frameworks (Airflow, Dagster, Prefect) +8

AI Recommendation Systems Analyst

An AI Recommendation Systems Analyst evaluates, interprets, and optimizes the machine-learning models that power personalized cont…

Recommendation algorithm fundamentals (collaborative filtering, content-based, hybrid, deep-learning approaches)A/B testing design, statistical significance evaluation, and experimentation frameworksSQL fluency for querying large-scale behavioral and catalog datasetsPython for data analysis, visualization, and lightweight model inference (pandas, NumPy, scikit-learn) +6

AI Data Annotation Quality Specialist

An AI Data Annotation Quality Specialist ensures that labeled datasets feeding machine learning models meet rigorous accuracy, con…

Salary $72,000-$138,000/yr

Annotation guideline design and versioning for multi-class and subjective labeling tasksInter-annotator agreement measurement using Cohen's Kappa, Fleiss' Kappa, and Krippendorff's AlphaStatistical process control for annotation quality (control charts, defect rate tracking)Bias and fairness auditing in labeled datasets (demographic parity, equalized odds) +8

AI Customer Analytics Specialist

An AI Customer Analytics Specialist leverages machine learning, large language models (LLMs), and advanced data pipelines to decod…

Salary $85,000-$145,000/yr

Customer Segmentation & Cohort AnalysisPredictive Modeling (Churn, CLV, Propensity)SQL & Advanced Data QueryingPython for Data Analysis & ML (Pandas, Scikit-learn) +8

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 Dark Data Analyst

An AI Dark Data Analyst specializes in discovering, cataloging, and extracting actionable intelligence from the 55-90% of enterpri…

Unstructured data identification, triage, and value assessmentPython programming for data wrangling (pandas, PySpark, Polars)SQL and NoSQL querying across heterogeneous data storesLLM prompt engineering and RAG pipeline design for document analysis +8

AI Self-Service Analytics Designer

An AI Self-Service Analytics Designer architects AI-powered tools and conversational interfaces that empower non-technical busines…

Salary $90,000-$165,000/yr

Advanced SQL and data modeling for analytical workloadsSemantic layer and metrics store design (e.g., dbt metrics, Cube.dev)Prompt engineering for structured data query generationNatural language to SQL (NL-to-SQL) pipeline architecture +8

AI Data & Analytics Beginner

AI Data Labeling Specialist

AI Data Labeling Specialists are the critical human-in-the-loop professionals who create, curate, and validate the high-quality tr…

Demand 8.2/10

AI Risk 38%

Salary $38,000-$95,000/yr

Annotation taxonomy design and guideline creation for complex labeling schemesInter-annotator agreement measurement (Cohen's Kappa, Fleiss' Kappa, Krippendorff's Alpha)Quality assurance methodology including golden set validation and sampling-based reviewDomain-specific labeling for text, image, audio, video, and 3D sensor data modalities +8

Remote Requires Coding 4mo

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

AI Feature Engineering Specialist

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

Demand 7.8/10

AI Risk 30%

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