Analyze Messages Obtained During Flight Jobs

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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.

Head of Revenue Operations

Company: Mapbox

Location: USA

Posted Nov 23, 2025

This job description highlights Mapbox's leadership in real-time location technology and seeks a strategic Rev Ops leader to drive sales growth through data analytics, forecasting, and cross-functional collaboration. The role emphasizes innovation, operational excellence, and a fast-paced pre-IPO environment with competitive compensation and a commitment to diversity.

Manager, Mid-Market Sales

Company: Figma

Location: USA

Posted Nov 23, 2025

Figma is seeking a Manager Mid Market Sales to join their growing team, emphasizing innovation, collaboration, and opportunities to shape sales processes. The role offers leadership in a dynamic environment with competitive benefits and career growth prospects.

Social & Creative Strategy Manager

Company: Megaport

Location: USA

Posted Nov 23, 2025

Megaport, a global leader in Network as a Service (NaaS), emphasizes a collaborative and supportive work culture with a focus on innovation and customer-centricity. The role seeks a creative leader to shape brand narratives across multiple channels while driving community engagement and content quality through strategic storytelling and cross-functional collaboration.

Data Engineer

Company: Zapier

Location: North America,EMEA

Posted Nov 23, 2025

Zapier is seeking a Data Engineer to help shape data systems and scale automation globally. The role involves building scalable data services, collaborating with teams, and ensuring data reliability. The company emphasizes diversity, remote work flexibility, and a commitment to inclusion.

Cloud Data Engineer (SQL, AI Search, and Observability)

Company: OnBoard

Location: USA

Posted Nov 23, 2025

The Cloud Data Engineer role involves designing, deploying, and operating SQL Server workloads and AI search platforms. Key responsibilities include building AI search and Elasticsearch clusters, collaborating with developers and ML teams, integrating observability, optimizing SQL queries, securing data access, automating operations, implementing IaC, driving incident resolution, and maintaining technical documentation. The ideal candidate should have 3-5 years of experience managing Microsoft SQL Server, strong experience with full-text and semantic search, experience with RAG/LLM architectures, proficiency in tuning database performance, experience with observability platforms, automation scripting, and Infrastructure-as-Code.

Sr. Data Engineer

Company: Zapier

Location: North America

Posted Nov 23, 2025

Zapier is a company that builds automation and AI products to help businesses scale. They are looking for a Senior Data Engineer to help shape the future of data usage in their products. The role involves architecting and scaling data systems, defining data architecture and standards, driving standards quality and governance, performance tuning, maintenance and optimization, advancing reusability and enablement, and influencing technical direction. Zapier values diversity, inclusion, and remote work.

Senior Manager - Operations Enablement

Company: Alma

Location: USA

Posted Nov 23, 2025

The job posting is for a Senior Manager Operations Enablement role at Alma, a company that supports mental health insurance providers. The role involves leading a team of enablement professionals, designing and executing scalable enablement strategies, and partnering with various teams to drive performance and impact. The ideal candidate should have experience in learning and development, people management, and be passionate about mental health and diversity, equity, and inclusion.

Senior Quality Engineer (iOS)

Company: Goodnotes

Location: Singapore

Posted Nov 23, 2025

Goodnotes is a company that believes in unleashing the potential of individuals by merging human creativity with AI capabilities. They aim to create the best medium for human and AI collaboration, empowering users to explore new dimensions of productivity, creativity, and learning. The company values include dreaming big, building great things, operating like an owner, winning like a sports team, learning and growing fast, and sharing passion. They are looking for a Quality Engineering team member to join their PSM Performance Stability Monitoring squad, focusing on performance, stability, and automation for their iOS and cross-platform applications.

Salesforce Technical Architect

Company: TTEC Digital

Location: USA

Posted Nov 23, 2025

TTEC Digital is seeking a Salesforce Technical Architect to join their growing Salesforce Practice. The role involves driving technical solutions, collaborating with various teams, and providing product consulting across the Salesforce platform. The company values employee well-being and offers a remote, full-time position with competitive compensation and benefits.

Senior Data Scientist

Company: Canva

Location: UK

Posted Nov 23, 2025

The job description is for a Regional Data Lead role at Canva, focusing on building a dedicated regional team for GPTN (Germany, Poland, Turkey, Netherlands). The role involves crafting data narratives, identifying growth bottlenecks, building dashboards, defining data strategy, partnering with cross-functional teams, and supporting product experimentation initiatives. Canva offers a vibrant work environment, equity packages, inclusive parental leave, and other benefits.

Mobile Engineer (React Native)

Company: PadSplit

Location: Latin America

Posted Nov 23, 2025

PadSplit is seeking a proactive React Native Mobile Engineer to lead mobile app development, enhance web frontend using Reactjs, and collaborate cross-functionally. The role involves building and optimizing mobile apps, enhancing web interfaces, collaborating with design and product teams, ensuring code quality, optimizing performance, and driving development. The ideal candidate should have expertise in React Native, strong Reactjs skills, backend awareness, database knowledge, version control mastery, testing proficiency, problem-solving strength, and effective communication.

Solutions Architect - WAMS

Company: SpryPoint

Location: USA

Posted Nov 23, 2025

SpryPoint is a high-growth software company revolutionizing the utility industry with its cloud-native platform. Founded in 2012, the company has grown to 285+ employees serving 100+ utility clients across North America and the Caribbean. SpryPoint's mission is to provide comprehensive solutions that modernize the metertocash process, with a focus on customer success and continuous improvement.

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.

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