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.

Senior Business Analyst (f/m/x)

Company: IBM

Location: Guemligen, CH

Posted Dec 04, 2025

This role involves working in IBM's delivery centers to deliver technical expertise and innovation. It offers career growth, collaboration with global clients, and opportunities to master new skills. Required skills include business analysis, agile methodologies, and proficiency in German and English.

Principal Product Manager - Agentic AI

Company: Blackbaud

Location: Remote

Posted Dec 03, 2025

Blackbaud is seeking an experienced Principal Product Manager to lead the launch and scaling of their new agentic Artificial Intelligence solutions. The role involves driving product development, shaping the roadmap, engaging with customers, and collaborating with cross-functional teams. The ideal candidate will have 8+ years of product management experience, success in launching 0to1 products, and a passion for social impact.

Certinia OIM/SCM Solutions Architect (Strong Business Analysis Skills)

Company: M&S Consulting

Location: Remote

Posted Dec 03, 2025

MampS Consulting emphasizes its mission of creating effective teams and delivering innovative solutions to enterprises. The company highlights its commitment to client success, employee care, and long-term growth. They are seeking a skilled Certinia OIMSCM Solutions Architect with expertise in business analysis and agile methodologies, while promoting diversity and equal opportunity in hiring.

Solution Architect

Company: IBM

Location: Hong Kong, HK

Posted Dec 04, 2025

The IBM Technology Expert Labs team offers a rewarding career delivering world-class services to clients. The role involves developing technical solutions, leading client-facing deliverables, acting as a trusted advisor, and providing hands-on leadership during project delivery. The position requires a bachelor's degree, 10+ years of IT experience, and strong communication and interpersonal skills.

Contact Center Fresh Graduates

Company: IBM

Location: QUEZON CITY, PH

Posted Dec 04, 2025

The text describes a career opportunity at IBM Consulting, focusing on a role in customer service support. The position involves answering customer queries, handling complaints, and providing information about products. It requires excellent communication skills, the ability to multitask, and a strong customer focus. The role is based in an IBM Consulting Client Innovation Center and offers opportunities for career growth and development.

Senior Technical Account Manager

Company: IBM

Location: Markham, CA

Posted Dec 04, 2025

The AI Center of Excellence at IBM is seeking a Senior Technical Account Manager to lead the direction and execution of AI-driven solutions. The role involves collaborating with cross-functional teams, advocating for clients, translating requirements, ensuring on-time delivery, and owning end-to-end solutions. The ideal candidate should have a relevant degree, 5+ years of experience in product management or consulting, and expertise in AI/ML, cloud platforms, and agile methodologies.

Java Developer - Japanese Bilingual

Company: IBM

Location: Multiple Cities

Posted Dec 04, 2025

The text describes a career in IBM Consulting, highlighting the opportunities to work with clients globally, collaborate with visionaries, and leverage IBM's technology platforms. It emphasizes the importance of curiosity, continuous learning, and problem-solving skills. The role involves software development, analytical problem-solving, stakeholder engagement, and working with the latest technologies.

Sr. Manager Management Controls

Company: iRhythm

Location: Remote

Posted Dec 03, 2025

iRhythm is a leading digital healthcare company that creates trusted solutions for detecting, predicting, and preventing disease. The company combines wearable biosensors, cloud-based data analytics, and proprietary algorithms to deliver clinically actionable information. iRhythm is committed to improving cardiac health and offers career opportunities for builders and problem solvers to shape the future of cardiac health.

Senior Product Manager

Company: Scrambly

Location: EU

Posted Dec 03, 2025

Scrambly is a fast-growing adtech startup revolutionizing rewarded advertising, serving over 3 million users in the USA. They are seeking a Senior Product Manager to drive product discovery, experimentation, and continuous improvement of their product portfolio, with a focus on understanding user needs, analyzing data, and collaborating with cross-functional teams to deliver top-tier digital solutions.

Digital Analyst

Company: Nebo

Location: Remote

Posted Dec 03, 2025

Nebo seeks a Digital Analyst to leverage data analytics tools and drive marketing insights. The role offers hybrid work, unlimited PTO, and a collaborative, inclusive culture.

Production Engineer

Company: IBM

Location: BANGALORE, IN

Posted Dec 04, 2025

IBM Software is seeking a Platform Production Engineer to join their team and take ownership of scaling, automating, and optimizing their multicloud platform infrastructure across AWS, GCP, and Azure. The role involves ensuring platform reliability and performance, automating operations, incident response, Kubernetes upgrades and management, observability and monitoring, infrastructure as code, CI/CD and release automation, cross-functional collaboration, performance tuning, and security and compliance.

Software Engineer L5 - Ads Engineering

Company: Netflix

Location: Remote

Posted Dec 03, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. They recently launched an ads-supported tier and are building an in-house ad tech ecosystem. The Ads Engineering team is dedicated to creating a world-class advertising ecosystem that drives their business and ensures a great viewing experience for members while delivering high impact for advertisers.

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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