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.

Software Engineer – Hardware Emulation (Hardware Emulation)

Company: Boeing

Location: USA

Posted Dec 16, 2025

This job description outlines a Software Engineer Hardware Emulation role at Boeing, requiring expertise in emulation solutions, virtualization technologies, and software development. The position involves collaboration with teams to design software models, ensure system reliability, and meet project requirements. It offers competitive pay, benefits, and opportunities for growth in a drug-free workplace environment.

Software Engineer–Hardware Emulation (Hardware Emulation)

Company: Boeing

Location: USA

Posted Dec 16, 2025

This job description outlines a Software Engineer Hardware Emulation role at Boeing, requiring expertise in virtualization, embedded systems, and hardware emulation. The position involves developing software models, collaborating with teams, and ensuring reliable emulation solutions. Benefits include competitive pay, health insurance, and retirement plans.

Campaign Manager

Company: inPowered

Location: USA

Posted Dec 16, 2025

This job description outlines the role of an Ad Operations Manager, requiring expertise in digital advertising operations, ad tech platforms, and campaign optimization. Responsibilities include campaign management, ad tech platform management, quality assurance, and reporting. The position demands a bachelor's degree, 3+ years of experience in ad operations, proficiency in tools like Excel and DSPs, and knowledge of ad verification solutions and project management applications.

Quote to Cash Professional-French

Company: IBM

Location: QUEZON CITY, PH

Posted Dec 16, 2025

This role offers an exciting opportunity to join a collaborative global team focused on supporting sellers through presales activities, streamlining processes, and driving client success with strategic sales tactics.

Channel Manager

Company: Yubico

Location: USA

Posted Dec 16, 2025

Yubico promotes secure login solutions globally, offering competitive benefits and a collaborative culture. They seek a Channel Manager to expand cybersecurity partnerships.

Java Software Dev (Teleco Domain) Java fullstack

Company: IBM

Location: Dallas, US

Posted Dec 16, 2025

The text describes a career in IBM Consulting focused on hybrid cloud and AI innovation, emphasizing collaboration with global clients, strategic partnerships, and opportunities for career growth through technical expertise and problem-solving. It highlights roles in software development, DevOps integration, and impactful solutions for innovative companies.

Data Engineer - Data Platform

Company: Kraken

Location: Remote

Posted Dec 16, 2025

Kraken promotes a mission-driven culture focused on crypto innovation and global adoption. They seek skilled Data Engineers to build scalable data systems, emphasizing security, education, and client support. The company values diversity and equal opportunity, encouraging passionate candidates to apply.

Business Analyst

Company: IBM

Location: BANGKOK, TH

Posted Dec 16, 2025

This role involves collaborating with global clients to enhance hybrid cloud and AI solutions, requiring a bachelor's degree and experience in financial services, with focus on process analysis and optimization.

Production Engineer

Company: IBM

Location: Markham, CA

Posted Dec 16, 2025

This job description highlights a career at IBM Software focused on transforming customer challenges into solutions through innovative AI-powered cloud-native software. The role involves ensuring platform reliability, automating operations, and collaborating across teams to enhance stability. It emphasizes expertise in Kubernetes, infrastructure as code, and monitoring tools, while offering growth opportunities in a dynamic, innovation-driven environment.

Senior Machine Learning Engineer - AI Platform Enablement

Company: Canva

Location: Australia

Posted Dec 16, 2025

This job description highlights a flexible remote role at Canva with opportunities to work on AI innovation, collaborate with global teams, and contribute to impactful projects. The company emphasizes flexibility, equity, and a supportive work environment with benefits like parental leave and wellness allowances.

User Researcher

Company: IBM

Location: Multiple Cities

Posted Dec 16, 2025

IBM CIC offers extensive career growth opportunities, supportive work environments, and diverse benefits including training programs, flexible working arrangements, and career development resources. The company emphasizes innovation, collaboration, and employee well-being through various initiatives and recognition programs.

Category Manager (Strategic Sourcing)

Company: IBM

Location: BUDAPEST, HU

Posted Dec 16, 2025

IBM is seeking a strategic sourcing professional with experience to support client initiatives, requiring skills in procurement strategies, stakeholder management, and negotiation. The role involves managing procurement projects, analyzing data, and maintaining supplier relationships, with qualifications including education and language proficiency.

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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