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Top Data Science Jobs in Huntsville, AL
Consulting
Develop AI and machine learning solutions for fraud, anomaly detection, semantic search, entity resolution, and investigative analytics. Build and operationalize models across structured and unstructured data using AWS data lakehouse services, generative AI, NLP, graph analytics, and document intelligence. Evaluate model performance, explainability, monitoring, and risk scoring while supporting production integration, dashboards, and investigative workflows. Collaborate with technical teams, investigators, stakeholders, and federal clients in an Agile environment.
Top Skills:
Amazon AthenaAmazon BedrockAmazon CloudwatchAmazon EcsAmazon EksAmazon EmrAmazon Opensearch ServiceAmazon RedshiftAmazon S3Amazon SagemakerAmazon TextractApache IcebergSparkAWSAws GlueAws Lake FormationAws LambdaAws Step FunctionsGenerative AiGraph AnalyticsIcrLarge Language ModelsNatural Language ProcessingNumpyOcrPandasPythonPyTorchRetrieval-Augmented GenerationScikit-LearnSemantic SearchSQLTensorFlow
Consulting
Develop, train, evaluate, deploy, and monitor machine learning and statistical models using Databricks, Python, SQL, Spark, Delta Lake, and MLflow. Prepare datasets, engineer features, manage model lifecycles, validate data, and support governance practices. Translate client requirements into scalable analytics solutions, analyze trends, and communicate findings to technical and non-technical stakeholders while collaborating across data science, engineering, cloud, security, and business teams.
Top Skills:
Agentic AiAi GatewaySparkAutomated TestingAWSAzureCi/CdDatabricksDelta LakeFeature StoreGCPLlmsMachine LearningMlflowMlflow Model RegistryMosaic AiPythonRagSource ControlSQLStatistical ModelingUnity CatalogVector Search
Information Technology
Drive product and business impact through statistical modeling, experiment design, Bayesian marketing analysis, machine learning, NLP, LLM applications, and classifier implementation. Build growth metrics, monitoring pipelines, evaluation datasets, and AI trigger systems across search and Duck.ai. Analyze privacy-constrained data, deploy production-grade models, optimize SQL queries, and lead complex projects from scoping through production with minimal direction.
Top Skills:
BigQueryClickhouseDruidLlmsMachine LearningNlpPower BIPythonRedshiftSQLTableau
Aerospace • Artificial Intelligence • Computer Vision • Software • Analytics • Defense • Big Data Analytics
Lead the development of statistical and machine learning models for time-series and geospatial data. Build analytic solutions, datasets, ETL workflows, forecasting and anomaly-detection models, simulations, visualizations, and reports. Evaluate algorithm performance, optimize classifiers, document processes, and collaborate with engineers, analysts, mission partners, and stakeholders to deliver reliable mission-focused software and data capabilities.
Top Skills:
GitHdfsKerasMatplotlibNumpyPandasPostgresPythonPyTorchScikit-LearnScipyTensorFlow
Aerospace • Artificial Intelligence • Computer Vision • Software • Analytics • Defense • Big Data Analytics
Develops statistical and machine learning models for kinematic behavior detection using live, historical, time-series, and geospatial data. Responsibilities include data integration, ETL, feature engineering, forecasting, anomaly detection, algorithm evaluation, simulation, visualization, reporting, documentation, and stakeholder collaboration. The role also contributes to mission-focused software applications, APIs, data workflows, code reviews, troubleshooting, and agile development in a remote-first environment.
Top Skills:
ConfluenceGitHdfsJIRAKerasMatplotlibNumpyPandasPostgresPythonPyTorchScikit-LearnScipyTensorFlow
Aerospace • Artificial Intelligence • Computer Vision • Software • Analytics • Defense • Big Data Analytics
Lead statistical and machine learning model development for time-series and geospatial data supporting the FALCON mission. Responsibilities include feature engineering, forecasting, anomaly detection, ETL, dataset creation, algorithm evaluation, simulation, data visualization, reporting, documentation, and stakeholder collaboration. The role also contributes to software applications, APIs, data pipelines, code reviews, troubleshooting, and iterative agile development.
Top Skills:
Agile ScrumGitHdfsKanbanKerasMatplotlibNumpyPandasPostgresPythonPyTorchScikit-LearnScipyTensorFlow
AdTech • Big Data • Marketing Tech • Mobile • Grocery & Supermarkets • Consumer Packaged Goods (CPG)
Lead a small data science team while remaining hands-on in building advertising audience, measurement, ranking, and data-feed models. Set technical direction, apply causal inference and experimental design, build scalable production systems, mentor scientists, and partner with product, engineering, sales, and business development teams. Translate campaign data into trusted measurement products, influence senior leaders and customers, and establish Fetch’s methodology as a market standard.
Top Skills:
DbtPythonSnowflakeSQL
Real Estate
Develops predictive models, machine learning solutions, data pipelines, statistical analyses, and internal data applications. The role uses Python and SQL Server to analyze structured and unstructured data, applying NLP, classification, regression, clustering, automation, and AI/LLM techniques. Responsibilities include maintaining data science platforms, supporting cross-functional decision-making, and communicating technical findings to non-technical audiences.
Top Skills:
Ai/LlmAWSAzureC#DockerEmacsExcelGitLinuxMachine LearningMS OfficeMicrosoft Sql ServerNatural Language ProcessingNotepad++PowershellPythonSnowflakeVimVisual StudioVs Code
Aerospace • Defense • Manufacturing
Early-career Data Scientist supporting supply chain transformation through machine learning, forecasting, statistical modeling, data preparation, dashboards, and AI solutions. The role addresses inventory optimization, demand forecasting, production planning, delivery performance, and cost reduction. Responsibilities include developing analytical datasets and workflows with Python and SQL, evaluating models, integrating enterprise data, supporting cloud-based analytics, and communicating insights to business stakeholders in a manufacturing environment.
Top Skills:
Amazon S3SparkAPIsAWSAzureCi/CdEtl/EltGenerative AiGitGitGoogle Cloud PlatformLarge Language ModelsMachine LearningPythonSnowflakeSQLTime-Series Modeling
Information Technology • Software • Analytics • Cybersecurity
Analyzes large datasets using data science, machine learning, predictive modeling, and big data technologies. Designs approaches for data handling, search, retention, storage, and processing; develops software to improve data searches; validates data quality and processes; and reports actionable insights. The role emphasizes scientific analysis over visualization and requires an active Top Secret/SCI clearance with potential Counterintelligence Polygraph eligibility.
Top Skills:
Amazon Web Services (Aws)SparkDatabricksLarge Language Models (Llms)Machine Learning (Ml)Natural Language Processing (Nlp)Predictive And Decision ModelingPythonR
Fintech • Mobile • Payments • Financial Services
Develop marketing effectiveness analytics using Marketing Mix Modeling, attribution, customer lifetime value, experimentation, and causal inference. Build automated, scalable model pipelines, insight-ready datasets, and self-serve dashboards. Analyze campaigns, support marketing strategy, communicate findings to executives, and lead high-impact projects independently while collaborating cross-functionally.
Top Skills:
Attribution ModelingCausal InferenceLightweightmmmMarketing Mix ModelingMeridianPythonRobynSelf-Serve Analytics DashboardsSQLUplift Modeling
Fintech • Financial Services
Own analytical strategy and develop AI/ML models for Zip’s financial products, including cash and rent advances. Lead ambiguous 0-to-1 initiatives using bank transaction data, establish evaluation frameworks, guide risk and growth decisions, and deliver models from experimentation through production. Provide technical direction to data scientists, mentor junior team members, collaborate with engineering, and advise senior stakeholders on model trade-offs. The role requires strong financial services, statistical, research, and machine learning expertise.
Top Skills:
FinicityGenerative AiLarge Language Models (Llms)MxNeural NetworksPlaidPysparkPythonSparkSQL
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Security
Develops advanced analytics, mathematical models, algorithms, simulations, and data-processing applications for Army mission data. Builds and evaluates machine learning solutions, supports MLOps frameworks, creates software tools, and enhances analytics applications. Requires database expertise, programming proficiency, modeling and simulation experience, machine learning deployment knowledge, and an active Secret clearance with U.S. citizenship.
Top Skills:
Army VantageJavaJavaScriptMlopsPalantir FoundryPythonSQLTypescript
Digital Media • Sports
Develops machine learning models and production data science pipelines to improve subscription conversion, content recommendations, user understanding, workflow automation, and product decisions. Leads analytical projects and experiments, applies statistical methods to web-scale data, and collaborates with data, product, growth, and engineering teams. The role also communicates complex findings to diverse audiences and helps foster a strong data science culture.
Top Skills:
Data Science PipelinesData WarehousesMachine LearningPythonSQL
eCommerce • Software
Own product-led growth analytics across activation, engagement, conversion, monetization, and retention. Lead experimentation, statistical analysis, causal inference, metric development, and proactive opportunity discovery. Build scalable analytical systems, monitoring frameworks, semantic models, and AI-powered tools. Partner with Product, Engineering, and leadership to shape product bets, investment decisions, and roadmap priorities. Work autonomously in a remote-first environment and communicate complex findings through clear, actionable recommendations.
Top Skills:
AIEvent InstrumentationMetrics LayersSemantic Models
Healthtech • Telehealth
Build predictive and machine learning models for patient needs, operational forecasting, churn, advocate quality, and risk. Design A/B tests and causal inference studies, apply advanced statistical methods, productionize models with data engineers, and communicate insights to business stakeholders. The role requires Python, advanced SQL, forecasting expertise, statistical proficiency, data privacy awareness, and the ability to work independently in a fast-paced healthcare startup.
Top Skills:
AirflowArimaDbtDockerExponential SmoothingMlflowNlpNumpyPandasProphetPythonScikit-LearnSnowflakeSQLStatsmodels
Analytics
Evaluate migration technologies, build quantitative models for migration risk and data quality, coordinate customer migration projects, develop data pipelines and analytical frameworks, implement Python and SQL validation workflows, assess cloud environments, and create dashboards and reporting for product, sales, and operations teams.
Top Skills:
Ai/MlCloud ComputingDashboardsData LineageData PipelinesData Quality MonitoringDatabasesMulti-Cloud EnvironmentsPythonSQL
Automotive • Insurance • Machine Learning • Mobile • Software
Lead the design, development, deployment, monitoring, and improvement of interconnected customer lifetime value models covering conversion, retention, premiums, and claim losses. Serve as a hands-on technical leader, guide modeling strategy, evaluate experiments and business impact, partner with engineering and business teams, support production ML systems, establish technical standards, and coach other data scientists.
Top Skills:
AirflowAWSAws Step FunctionsDbtDockerMetaflowMlflowPythonSQL
Professional Services • Consulting
Lead client engagements from data onboarding through production, plan studies that demonstrate business value, and build automated machine learning workflows using Python, scikit-learn, pandas, and Spark. Translate client business questions into data solutions, manage stakeholder relationships, evaluate model performance, and inform product planning. Requires healthcare or life sciences data experience and end-to-end delivery of sophisticated data or machine learning solutions.
Top Skills:
SparkMachine LearningPandasPythonScikit-LearnWorkflow Orchestration
Artificial Intelligence • Big Data • Machine Learning • Software
Partner with AI labs to improve frontier models by designing targeted data collection workflows, analyzing experimental results, and implementing quality controls. The role involves evaluating model behavior, reducing bias, supporting model safety and alignment, and translating technical findings into actionable insights for AI researchers and customers. Python is used for data analysis, pipeline development, and workflow prototyping.
Top Skills:
Ai Model EvaluationLarge Language ModelsModel Fine-TuningPythonRlhf
eCommerce • Information Technology • Machine Learning • Marketing Tech • Database • Analytics • Big Data Analytics
Applied Data Scientist focused on incrementality, causal inference, experimentation, Marketing Mix Modeling, and predictive products. The role partners directly with customers to interpret data, diagnose measurement issues, explain statistical results, and provide actionable recommendations. Responsibilities include building diagnostic tools, analyzing model and experiment outcomes, improving methodologies and production capabilities, and collaborating with Product, Engineering, Media Strategy, Customer Success, and senior data scientists.
Top Skills:
Artificial IntelligenceCausal InferenceExperimentationMachine LearningMarketing Mix ModelingPredictive ModelingStatistical Modeling
Software • Quantum Computing • Metaverse • Infrastructure as a Service (IaaS)
Lead end-to-end delivery of strategic data science and AI solutions for AI infrastructure. Work with telemetry and experimentation at fleet scale to build, deploy, and measure predictive and prescriptive models. Partner with stakeholders, present insights, enable adoption, and promote responsible AI. Collaborate closely with data engineers and infrastructure teams to productionize scalable ML solutions.
Top Skills:
AzureDevOpsMachine LearningPythonSQLTestingVersion Control
Software • Quantum Computing • Metaverse • Infrastructure as a Service (IaaS)
Own and improve sales quota-setting models and methodologies using statistical modeling, forecasting, optimization, machine learning, and AI. Validate data, assumptions, model outputs, and business impact while partnering with Finance, Sales Compensation, Analytics, Engineering, and business stakeholders. Develop scalable analytical workflows and LLM solutions, including RAG applications, and communicate quantitative findings clearly to influence sales strategy, incentive programs, and operational decisions.
Top Skills:
Azure Ai FoundryAzure DatabricksAzure Machine LearningGithub CopilotKqlLangchainLarge Language ModelsMlflowPythonRRetrieval-Augmented GenerationSparkSQLT-SqlVector Databases
Artificial Intelligence • Healthtech • Software • Telehealth
Design and architect secure, scalable healthcare data systems; create core data models using TUVA, OMOP, and FHIR; build production data pipelines and EMR integrations; establish data quality and governance; optimize performance; deploy cloud infrastructure; and ensure HIPAA and HITRUST compliance. The role requires expert SQL and Python or Scala skills, advanced data warehouse and big-data experience, and at least eight years in data science or data engineering.
Top Skills:
Amazon RdsAmazon S3Apache AirflowSparkAthenaoneAWSAws LambdaAws RedshiftAws Step FunctionsCi/CdDaskDelta LakeEclinicalworksEpicFhirGoogle BigqueryHipaaHitrustOmopPythonScalaSnowflakeSQLTuva
Aerospace • Information Technology • Professional Services • Security • Software
Develop and implement agentic and generative AI solutions, including LLMs, RAG, AI security, and related platforms. Support research and development, technical proposals, prototyping, and client consulting. Apply data science and engineering best practices, integrate and analyze data, gather requirements, and translate technical concepts for clients and stakeholders.
Top Skills:
Agentic AiAi AgentsArtificial IntelligenceCloud ServicesData EngineeringData IntegrationData MigrationData ServicesData VisualizationGenerative AiLarge Language Models (Llms)Machine LearningModel Context Protocol (Mcp)Retrieval-Augmented Generation (Rag)
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