Analyze Messages Obtained During Flight Jobs

665,068 open positions · Updated daily

In the era of data‑driven aviation, analyzing in‑flight messages is critical for safety, efficiency, and regulatory compliance. Airlines, airports, and defense contractors are expanding their data teams, driving a surge in demand for specialists who can unlock insights from ACARS, ADS‑B, and satellite telemetry.

Typical roles range from Flight Data Analyst to Aviation Data Scientist. Analysts sift through thousands of in‑flight messages, clean and transform raw telemetry, and build SQL or Python pipelines to detect anomalies. Data scientists apply machine‑learning models on ADS‑B streams, predict maintenance needs, and generate dashboards for flight operations.

Salary transparency is vital because in‑flight message analysts often work across multiple stakeholders—flight crews, maintenance teams, and regulatory bodies. Knowing the exact pay range helps candidates negotiate fair compensation and ensures that expertise in niche tools like OpenSky Network APIs, PyADS, and SAS is properly valued.

Staff SW Engineer - Migrations

Company: Visa

Location: Remote

Posted Nov 23, 2025

Pismo is a technology company founded in 2016 that provides a comprehensive processing platform for banking card issuing and financial market infrastructure. It helps customers innovate and build next-generation banking and payment solutions. Pismo joined Visa in 2024 and leverages Visa's solutions to address technological challenges faced by large banks, marketplaces, and fintech companies in migrating from legacy systems to advanced technology. Pismo's cloud-based platform empowers firms to build and launch financial products rapidly while maintaining high security and availability standards.

Senior People Business Partner — Corporate

Company: Gametime United

Location: Remote

Posted Nov 23, 2025

The role is a strategic People and HR partner for Gametime's corporate functions, focusing on organizational effectiveness, performance management, employee engagement, and growth enablement. The ideal candidate will have deep HR knowledge, strong leadership skills, and experience with AI tools and analytics.

Engineering Manager - Infrastructure

Company: Apollo.io

Location: Remote

Posted Nov 23, 2025

The role is for an Engineering Manager to lead a team responsible for keeping Apollo's systems fast, reliable, and scalable. The manager will work closely with senior leadership, drive best-in-class engineering practices, and help define the next-generation infrastructure strategy. The ideal candidate has experience in leading teams, designing distributed systems, and expertise in cloud environments, Kubernetes, Docker, Terraform, and observability tools.

Android Software Engineer - Ad Formats

Company: Reddit

Location: USA

Posted Nov 23, 2025

The Brand Ad Formats team at Reddit focuses on developing high-impact ad formats to maximize reach and brand awareness for advertisers. They are working on innovative new ad formats, including interactive and AI-powered formats. The team is seeking a skilled Android Engineer to build and enhance ad experiences on Reddit's Android app.

Software Engineer Frontend (L5) - Data Experience

Company: Netflix

Location: Remote

Posted Nov 23, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The Data Experience team provides powerful and personalized enterprise software for internal teams, focusing on user-centered product delivery and data-driven decision making. The ideal candidate should be deeply technical, passionate about building user-centered software products, and have experience with frontend and backend problem solving across the stack.

Product Designer - Design, Dev, & AI Tools

Company: Figma

Location: USA

Posted Nov 24, 2025

Figma is seeking technically-minded product designers to shape how teams build together. The role involves turning ambiguity into clarity, collaborating with engineers, PMs, and researchers, and helping invent new ways for people to design and build products. The company values curiosity, technical challenges, and simplicity.

Solutions Architect

Company: Grafana Labs

Location: USA

Posted Nov 23, 2025

Grafana Labs is seeking a Solution Architect to join their Packaged Services team. The role involves driving customer onboarding, providing training and support, and ensuring successful adoption of Grafana and related technologies. The ideal candidate should have strong technical expertise, project management skills, and a passion for helping customers succeed with leading-edge technologies.

Account Manager

Company: Trafilea

Location: USA

Posted Nov 24, 2025

Trafilea is a consumer tech platform that builds and scales brands through AI technology and data-driven excellence. The company is seeking an Account Manager Wholesale to expand its retail footprint across North America and beyond, managing relationships with major retailers and driving multimillion-dollar sales growth. The role involves collaborating cross-functionally, analyzing sales trends, and leading key initiatives to support brand expansion.

Senior Acquisition & Performance Marketing Manager

Company: Green Dot Corporation

Location: Remote

Posted Nov 23, 2025

Green Dot is seeking a Senior Acquisition & Performance Marketing Manager to lead digital acquisition efforts, with a focus on remote work flexibility, growth strategies, and competitive compensation in the U.S.

Test Architect (Performance, Scale & Reliability)

Company: Netwrix

Location: Remote

Posted Nov 23, 2025

The job posting is for a Test Architect specializing in Performance Scale and Reliability Engineering. The role involves defining and leading the strategy for performance testing, designing benchmark environments, developing test harnesses, and collaborating with engineering, product management, and customer success teams. The position requires 8+ years of experience in performance engineering, strong analytical skills, and excellent communication abilities.

Senior Software Engineer

Company: Wikimedia Foundation

Location: USA

Posted Nov 23, 2025

The Wikimedia Foundation seeks a Senior Software Engineer to contribute to high-impact projects, innovate data feeds, and collaborate on a globally distributed team. The role involves designing scalable systems, maintaining reliability, and supporting open-source initiatives. The position offers competitive pay and opportunities to shape the future of knowledge sharing.

QA Engineer II (with SEO Testing Experience)

Company: Outliant

Location: Remote

Posted Nov 23, 2025

Ignite Visibility is a cutting-edge digital marketing agency celebrating its innovative approach and recent expansion through the acquisition of Outliant. The QA Engineer II role emphasizes quality assurance, test automation, and collaboration in a dynamic environment offering career growth, flexible work arrangements, and competitive benefits.

Frequently Asked Questions

What are the typical salary ranges for entry‑level to senior roles in this field?
Entry‑level Flight Data Analysts earn $70k‑$90k annually. Mid‑level analysts with 3–5 years of ACARS/ADS‑B experience command $90k‑$120k. Senior data scientists or lead aviation analysts can reach $130k‑$170k, especially in major hubs.
Which technical skills and certifications are most sought after?
Proficiency in Python (pandas, NumPy), SQL, and real‑time streaming with Kafka or Spark. Knowledge of ACARS/ADS‑B protocols and tools like OpenSky Network, FlightAware API, and PyADS is essential. Certifications such as FAA ACAS, ICAO Data Analyst, or SAS Certified Data Scientist boost credibility.
Can these roles be performed remotely?
Yes. Most in‑flight message analysis positions support flexible remote setups because data ingestion and model training are cloud‑based. Companies provide VPN access to secure flight data feeds and use collaboration tools like JupyterHub and Teams.
What career progression opportunities exist within this specialty?
Typical paths: Flight Data Analyst → Senior Analyst → Lead Data Scientist → Aviation Analytics Manager → Director of Flight Operations Analytics. Each step adds responsibility for cross‑functional projects, stakeholder management, and strategy.
What are the current industry trends shaping this career?
Regulators are mandating real‑time flight data reporting, driving demand for real‑time analytics. AI is being used to detect anomalies in ACARS packets, while satellite‑based telemetry is expanding to remote airports. Cloud‑native pipelines (AWS Athena, Azure Synapse) and edge‑computing on aircraft are also reshaping the field.

Related Pages