Data Scientist - Aviation Intelligence

Data ScientistData ScientistFull TimeRemoteMid Level

Location

United States

Posted

1 day ago

Salary

$100K - $135K / year

Seniority

Mid Level

PythonSQLAIMLLLMgraph-based linkingprobabilistic modelingentity resolutionrelationship discoveryOCRextraction workflows

Job Description

Role Description

JETNET is seeking an Aviation Intelligence Data Scientist to help shape the future of aviation data intelligence. This is not a traditional analytics role. It is a strategic, hands-on opportunity for a data scientist who can architect intelligence frameworks, build AI-enabled workflows, and transform vast historical and live aviation data into scalable, production-ready capabilities.

In this role, you will sit at the center of JETNET’s evolution into a modern Data Operations & Aviation Intelligence function. You will partner closely with leadership, engineering, and frontline research teams to develop intelligence models and systems that improve data quality, accelerate researcher workflows, strengthen product innovation, and expand JETNET’s competitive advantage in the aviation intelligence space.

Key Responsibilities

  • Lead the design of JETNET’s post-ingestion intelligence layer, converting raw aviation data into structured, workflow-ready insights.
  • Build and refine intelligence frameworks such as confidence scoring, inference models, entity resolution, ownership continuity, and relationship strength modeling.
  • Develop AI-assisted workflows and LLM-enabled tools that surface ranked suggestions, next-best actions, and confidence-weighted recommendations for researchers.
  • Identify and prioritize high-value data gaps and enrichment opportunities across aircraft, companies, contacts, and related aviation entities.
  • Design graph-based models and linking strategies to strengthen relationship discovery and reduce duplication across datasets.
  • Apply process mining and operational analytics to improve the ingest, verification, and publishing lifecycle, reducing bottlenecks and cycle time.
  • Partner with aviation researchers to build practical, scalable solutions that improve consistency, speed, and data confidence in daily workflows.
  • Lead end-to-end data science initiatives from problem framing through experimentation, validation, deployment, and performance monitoring.
  • Collaborate closely with the CTO and Engineering Team to productionize models and intelligence capabilities within modern data environments.
  • Translate complex findings into clear, executive-ready reporting, dashboards, and recommendations that support strategic decision-making.

Qualifications

  • Proven success independently leading end-to-end data science initiatives from concept to production deployment.
  • Strong expertise in AI/ML, including building, evaluating, and optimizing production-grade models and LLM-assisted systems.
  • Experience designing intelligent workflows that blend automation, analyst judgment, and measurable performance improvement.
  • Hands-on experience with graph-based linking, probabilistic modeling, entity resolution, and relationship discovery techniques.
  • Strong operational mindset, with experience using analytics to identify process optimization opportunities and improve workflow outcomes.
  • Experience working with both structured and unstructured data, including OCR and extraction workflows.
  • Advanced proficiency in Python and SQL, with experience in modern cloud data environments and model deployment practices.
  • Strong business judgment and the ability to prioritize work that delivers meaningful product, operational, and customer impact.
  • Excellent communication skills, including the ability to explain complex technical concepts to non-technical audiences and executives.
  • Curiosity, ownership, and a builder mentality, with enthusiasm for solving difficult data problems in a specialized industry.

Location

Open to applicants based in the USA with current legal authorization to work.

Compensation Range

$100,000 - $135,000/year

Benefits

  • Remote Work Flexibility: Enjoy a balanced work-life arrangement with remote flexibility, empowering you to deliver your best work from home.
  • Comprehensive Paid Time Off: We understand the value of rest and recharge, so we offer competitive PTO to support a healthy work-life balance.
  • Comprehensive Benefits Coverage: With health, dental, and vision benefits, we prioritize your well-being so you can focus on making an impact.

Why Join Us?

At JETNET, you’ll be part of an innovative company that stands at the forefront of aviation data solutions with a sterling reputation in the industry.

Job Requirements

  • Proven success independently leading end-to-end data science initiatives from concept to production deployment.
  • Strong expertise in AI/ML, including building, evaluating, and optimizing production-grade models and LLM-assisted systems.
  • Experience designing intelligent workflows that blend automation, analyst judgment, and measurable performance improvement.
  • Hands-on experience with graph-based linking, probabilistic modeling, entity resolution, and relationship discovery techniques.
  • Strong operational mindset, with experience using analytics to identify process optimization opportunities and improve workflow outcomes.
  • Experience working with both structured and unstructured data, including OCR and extraction workflows.
  • Advanced proficiency in Python and SQL, with experience in modern cloud data environments and model deployment practices.
  • Strong business judgment and the ability to prioritize work that delivers meaningful product, operational, and customer impact.
  • Excellent communication skills, including the ability to explain complex technical concepts to non-technical audiences and executives.
  • Curiosity, ownership, and a builder mentality, with enthusiasm for solving difficult data problems in a specialized industry.
  • Location
  • Open to applicants based in the USA with current legal authorization to work.
  • Compensation Range
  • $100,000 - $135,000/year

Benefits

  • Remote Work Flexibility: Enjoy a balanced work-life arrangement with remote flexibility, empowering you to deliver your best work from home.
  • Comprehensive Paid Time Off: We understand the value of rest and recharge, so we offer competitive PTO to support a healthy work-life balance.
  • Comprehensive Benefits Coverage: With health, dental, and vision benefits, we prioritize your well-being so you can focus on making an impact.
  • Why Join Us?
  • At JETNET, you’ll be part of an innovative company that stands at the forefront of aviation data solutions with a sterling reputation in the industry.

Related Categories

Related Job Pages

More Data Scientist Jobs

Full TimeRemoteTeam 51-200

The architect will lead end-to-end solution delivery, taking ownership from requirements gathering through full lifecycle implementation of Data & AI solutions using Microsoft Azure technologies. Key duties include architecting AI/ML applications, developing modern data platforms, and serving as the technical lead ensuring best practices are followed.

Azure OpenAICognitive ServicesAzure Machine LearningMicrosoft FabricAzure Data FactoryAzure DatabricksAzure Synapse AnalyticsAzure Data Lake StoragePower AppsPower AutomatePower BIPythonC#.NET
United States
$135K / year
General Dynamics Information Technology logo

Data Scientist | Active Secret clearance

General Dynamics Information Technology

A business unit of General Dynamics, General Dynamics Information Technology (GDIT) supports some of the United States' most complex government, defense, and in

Data Scientist1 day ago
Full TimeRemoteTeam 10,001

The Data Scientist will design and develop statistical analyses, including predictive and inferential methods, and visualize/interpret the output for clients supporting the Navy mission. Responsibilities also include performing initial ETL, exploratory data analysis, model-fitting, and developing conceptual designs to address mission requirements.

PythonRDatabricksStatistical AnalysisMachine LearningData VisualizationETLPredictive ModelingExploratory Data AnalysisMathematical Modeling
United States
Netflix logo

Data Science & Engineering Senior Manager - Title & Launch Management

Netflix

Where you come to do the best work of your life. Follow @WeAreNetflix on Twitter, IG, Facebook, & Youtube for more

Data Scientist1 day ago
Full TimeRemoteTeam 10,001+Since 1997H1B Sponsor

The manager will oversee a diverse portfolio of efforts to design, deploy, and evaluate autonomous AI solutions to advance title launch strategy and support content expansion. They will coach and empower a multidisciplinary team of engineers and scientists while collaborating cross-functionally to shape the vision and roadmap for content ingestion and launch automation.

PythonSQLMachine LearningData EngineeringTensorFlowPyTorchApache SparkAirflowDockerKubernetesAWSBigQuerySnowflakeETLStatistical AnalysisA/B TestingDeep LearningComputer VisionNatural Language ProcessingMLOps
United States + 1 moreAll locations: United States, Panama
$676K - $1,195K / year
StrategyGen Co. (SBA Certified HUBZone Small Business) logo

Lead Data Scientist, Technical Analyst

StrategyGen Co. (SBA Certified HUBZone Small Business)

REGULATORY-POLICY | COMPLIANCE | QUALITY IMPROVEMENT | DATA ANALYTICS | RESEARCH | TECHNICAL ASSISTANCE | EDUCATION

Data Scientist1 day ago
Full TimeRemoteTeam 11-50Since 2009

Senior Data Scientist and Technical Analyst supporting CMS compliance solutions

United States
$150K - $165K / year