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Top Remote Data Science Jobs in Houston, TX
Aerospace • Defense
Develop and evaluate Python-based machine learning models using time-series telemetry and operational data. Responsibilities include data exploration, feature engineering, NLP, probabilistic and physics-informed modeling, anomaly detection, forecasting, validation, documentation, and production deployment. Collaborate with engineering, visualization, and program teams to integrate models into dashboards and decision-support tools. The role supports DoD customers and requires U.S. citizenship plus eligibility for a security clearance.
Top Skills:
Cloud ComputingGitNatural Language ProcessingNumpyPandasPythonPyTorchScikit-LearnScipyTensorFlow
Information Technology
Lead high-complexity data science initiatives improving search ranking, retrieval, relevance, and evaluation. Develop and deploy production machine-learning and NLP solutions, investigate LLM-based ranking features, optimize SQL queries, and work with sparse privacy-preserving data. Define strategies for ambiguous problems, guide other data scientists, collaborate with product teams, and own projects from scoping through production.
Top Skills:
ElasticsearchMachine LearningNatural Language Processing (Nlp)OpensearchPythonSolrSQLVespa
Cloud • Computer Vision • Information Technology • Sales • Security • Cybersecurity
Lead development and deployment of large-scale LLM and GenAI solutions for cybersecurity. Drive research strategy, model training, evaluation, safety/red-teaming, and cross-functional productization. Mentor data scientists, set technical standards, and represent the team through publications and thought leadership.
Top Skills:
Cloud TechnologiesDeep Learning FrameworksGenerative AiGpu TechnologiesLlmsPython
Aerospace • Information Technology • Professional Services • Defense
Develop and refine predictive models, perform exploratory data analysis, and generate AI-driven insights for DoD missions. Integrate multi-source data, apply geospatial analytics, iterate models via Agile sprints, produce performance and cost reports, and optimize analytic workflows for operational deployment.
Top Skills:
AgileAws SagemakerAzure Machine LearningGeospatial AnalyticsNumpyPandasPythonRScipySQL
Insurance • Pet
Develop and maintain predictive pricing, retention, and conversion models using GLMs and advanced analytics; build monitoring tools for rating performance; support rate filings, product pricing analyses, competitor research, and cross-functional collaboration to inform pricing and enterprise risk decisions.
Top Skills:
ClaudeElastic NetExcelGeminiGeneralized Linear Models (Glms)Geospatial StatisticsGithub CopilotK-Means ClusteringPythonRSerffSQL
Mobile • Sports • App development
The Data Scientist will analyze data for risk and trading in Daily Fantasy Sports, develop predictive models, and monitor real-time data.
Top Skills:
PythonSQL
Information Technology • Consulting
Develop and maintain reproducible bioinformatics pipelines and multi-omics data products. Perform statistical modeling, ML, and integration of genomic, transcriptomic, spatial, proteomic, and clinical datasets. Build researcher-facing dashboards, notebooks, and APIs; ensure FAIR, containerized, version-controlled analyses; collaborate with scientists, engineers, and government stakeholders to enable reusable, secure, analysis-ready data workflows.
Top Skills:
PythonR
Insurance
Assists with analyzing complex datasets, developing predictive models for insurance underwriting, pricing, claims, and retention, and building data pipelines and automated reporting. Collaborates with actuarial, underwriting, claims, product, and data engineering teams to solve business problems. Communicates insights through visualization and data storytelling, monitors model performance and data quality, and explores new data sources and modeling techniques while supporting insurance model governance.
Top Skills:
AirflowAWSAzureDbtGCPLightgbmPower BIPythonScikit-LearnSQLTableauXgboost
Insurance
Analyze, clean, and validate complex healthcare data; develop statistical, machine learning, and AI models; implement agentic workflows, RAG solutions, and model fine-tuning; deploy and monitor models in production; collaborate with technical and business teams; conduct research; and document and communicate findings.
Top Skills:
Agentic WorkflowsAzure Ai StudioComputer VisionDatabricksETLHadoopKerasNatural Language ProcessingNoSQLPower BIPythonPyTorchRRetrieval-Augmented GenerationSnowflakeSparkSQLTableauTensorFlow
Energy • Manufacturing • Solar • Renewable Energy
Design and build thermal performance analytics, Python-based engineering models, scalable data flows, and Edge-native applications for power plant asset performance management. Integrate historian, cloud, Edge, and industrial systems; develop automation, diagnostics, KPI validation, and root-cause workflows; support customer deployments; and lead architecture discussions while mentoring engineering teams.
Top Skills:
Ai/MlCi/CdCloud ComputingContainerizationDigital TwinsDockerEdge ComputingGenerative AiGitIndustrial IotLinuxMicroservicesMqttOpc-UaPlant Historian SystemsPythonRest ApisTespyTime-Series Data Processing
AdTech
Supports data processing, statistical and machine learning model updates, marketing analyses, reporting, and data automation. Uses R or Python, SQL, BigQuery, BI tools, and spreadsheets to prepare datasets, maintain media-mix models, analyze results, and communicate insights to technical and non-technical audiences. Collaborates with Engineering, Reporting, Product, Paid Media, and Data Science teams while developing advanced analytical skills.
Top Skills:
Adobe AnalyticsAWSAzureBigQueryBitbucketExcelGCPGitGoogle AnalyticsGoogle SheetsLlmsLookerPower BIPythonRSQLTableau
Retail • Financial Services
Leads the end-to-end design, deployment, and governance of AI-driven pricing models across merchandise categories. Builds data acquisition and curation pipelines, applies machine learning and Gen AI to product matching and data cleanup, integrates competitive pricing data, and develops experimentation infrastructure. Partners with product, engineering, analysts, and executives to optimize pricing performance, investigate anomalies, guide AI adoption, and establish modeling standards while mentoring data science and pricing teams.
Top Skills:
A/B TestingCausal InferenceData Acquisition PipelinesGenerative AiLarge Language ModelsMachine LearningMaster Data Management
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News + Entertainment
Lead research and experimentation to measure ad campaign performance and effectiveness. Design evaluation frameworks, build measurement solutions, develop models for lift, conversion, and attribution, run experiments and analyses, partner with product/engineering/design/sales, present insights, mentor teammates, and foster technical community and culture.
Top Skills:
A/B TestingMachine LearningPythonRSQL
News + Entertainment
Lead design and execution of scalable experimentation frameworks for Netflix Ads. Develop auction-based, biddable media models, solve cold-start measurement problems globally, apply causal inference and ML, partner with product and engineering, and translate analytic results into strategic recommendations to optimize marketplace dynamics and member experience.
Top Skills:
Causal InferenceMachine LearningNetflix Experimentation PlatformPythonRSQL
Gaming
Lead design, execution, and interpretation of A/B tests and quasi-experiments; apply causal inference methods; partner with product, engineering, and marketing; mentor data scientists; build experimentation frameworks; extract and analyze data using SQL and Python; communicate results to stakeholders.
Top Skills:
A/B TestingCausal InferenceExperimentation FrameworksMachine LearningPythonQuasi-Experimental MethodsSQL
Artificial Intelligence • Big Data • Internet of Things • Software
Entefy seeks a Senior Data Scientist with a Master's or PhD in a relevant field, and 3+ years of experience. Responsibilities include delivering advanced analytics, leading teams, and extracting insights from datasets.
Top Skills:
PythonRScalaSQL
Artificial Intelligence • Software • Energy • Automation
As a Data Scientist, you'll build production-grade ML systems for HVAC efficiency, working on scaling models, database optimization, and real-time monitoring systems.
Top Skills:
AWSDockerFlaskGrafanaKerasMongoDBNumpyPandasPrometheusPythonPyTorchRedisScikit-LearnSQLTensorFlow
Information Technology • Software • Analytics
The Data Scientist supports customer use of the Epistemix platform through data integration, modeling, and visualization, improving decision-making and customer satisfaction.
Top Skills:
GisNoSQLPower BIPythonSQLTableau
Artificial Intelligence • Machine Learning • Natural Language Processing • Software • Generative AI
Drive analytics and measurement for AI product adoption and impact. Build agentic analytics, small language models, predictive models, and customer-facing insights. Design and run experiments (A/B tests, causal inference), ship production models, and translate ambiguous business questions into actionable recommendations used by product, sales, and leadership.
Top Skills:
AirflowBigQueryDbtGitLookerPythonSmall Language ModelsSQL
AdTech • Marketing Tech • Social Impact • Software • Analytics
Conduct data science research on experimental methodologies and causal modeling, develop tools to analyze experimental data, prototype improvements to platform features, and communicate results to internal teams and external stakeholders to drive product and research decisions.
Top Skills:
MongoDBPython
Professional Services • Consulting • Financial Services • Cybersecurity
Design, train, validate, and deploy traditional ML models and feature pipelines within Microsoft Fabric/Databricks. Partner with Data Engineers to optimize Medallion layers for model training and inference, implement MLOps (model registry, monitoring, retraining), perform EDA on large enterprise datasets, translate analytics to business insights, and document algorithm governance and fairness.
Top Skills:
SparkAzure Machine LearningDatabricksLightgbmMicrosoft FabricMlflowNumpyOnelakePandasPower BIPysparkPythonPyTorchScikit-LearnSQLSynapseTensorFlowXgboost
Digital Media • Fintech • Gaming • Sports
Build and productionize ML systems for personalization, search, and recommendations. Apply statistical and ML models using Python and SQL, collaborate with stakeholders, and measure business impact across cloud environments.
Top Skills:
SparkAWSAzureGCPPythonSQL
Cloud • Software
Design and deploy predictive forecasting and analytics to support Revenue operations. Build models for forecasting, churn, expansion, and pipeline analytics; create scalable dashboards; partner with Revenue Operations, Finance, and Data Engineering to improve data quality, KPI governance, and executive reporting to drive data-driven decisions and AI readiness.
Top Skills:
DashboardsData VisualizationForecastingPredictive AnalyticsPythonSQLStatistical Modeling
Healthtech
Own end-to-end modeling for vendor matching, order routing, and supply-chain optimization. Build predictive, causal, RL and OR solutions; design autonomous decision logic; quantify counterfactual impact; ship production models with data engineering; mentor senior data scientists; write technical design docs; partner on quarterly priorities and expand into revenue cycle and finance domains.
Top Skills:
Agentic AiCausal InferenceCausal MlDiscrete Event SimulationForecastingGitMachine LearningOperations ResearchPythonQueueing TheoryReinforcement LearningSQL
Information Technology • Database • Consulting
Assist senior data scientists with data collection, preprocessing, cleaning, and basic statistical analysis. Support model development, perform basic visualizations, and document processes and findings while learning and applying data science techniques.
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Top Companies in Houston, TX Hiring Remote Data Scientists
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