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.

Implementation Manager

Company: Welkin Health, Inc.

Location: Remote

Posted Dec 09, 2025

The role involves collaborating with teams to support customer implementations and ensure product success. Welkin offers competitive benefits and a mission to enhance healthcare through innovative solutions.

VP Revenue Technology

Company: First Advantage

Location: Remote

Posted Dec 09, 2025

First Advantage seeks a Vice President of Revenue Technology to lead tech initiatives and drive growth. The role offers remote work, competitive salary, and career development opportunities in a supportive environment.

Senior Media Buyer (Google Ads Focus)

Company: ‎ Tier Eleven

Location: Remote

Posted Dec 09, 2025

Tier 11 seeks a strategic Google Ads expert to drive digital growth. Offer competitive pay, remote work, and career advancement. Ideal for data-driven marketers passionate about innovation.

Data Engineering Tech Lead/Architect (Remote)

Company: Andersen

Location: EU

Posted Dec 09, 2025

This job posting describes a Data Engineering Tech Lead role in the EU focusing on modernizing data systems. The position involves designing architectures, developing BI solutions, and working with stakeholders. The company emphasizes growth opportunities, mentorship, and a supportive work environment with competitive benefits.

Package Consultant-SAP FIN CO

Company: IBM

Location: BANGALORE, IN

Posted Dec 10, 2025

This job description outlines a role in IBM Consulting focused on hybrid cloud and AI initiatives, requiring technical expertise in SAP systems and collaboration with global clients. Responsibilities include system configuration, defect resolution, and testing, with qualifications emphasizing SAP S4HANA experience and technical consulting skills.

Senior JVM C/C++ Developer

Company: IBM

Location: Markham, CA

Posted Dec 10, 2025

This job posting highlights opportunities to work on cutting-edge JVM technologies, tackle complex technical challenges, and collaborate with a world-class team. It emphasizes career growth, flexible work arrangements, and the chance to influence Java's future in cloud and AI environments.

Google Ads Specialist

Company: Skyrocket Studios

Location: Remote

Posted Dec 09, 2025

The text outlines job responsibilities for a Google Ads campaign manager role, detailing campaign management, performance analysis, strategy development, tool utilization, industry knowledge requirements, and qualifications. It emphasizes technical skills, analytical abilities, and collaborative work in a remote environment.

Influencer Marketing Assistant (Tiktok Experience)

Company: GrowthAssistant

Location: Remote

Posted Dec 09, 2025

This job posting seeks an Influencer Marketing Assistant with TikTok experience for a growth marketing team, offering a competitive salary up to $70,000/month, remote work setup, and various bonuses including attendance, performance, and referral incentives. The role involves managing influencer outreach, contracts, content quality, and campaign reporting, with requirements emphasizing detail-oriented skills and graveyard shift experience.

Java Software Developer - Product Operations Lead for Red Hat build of Apache Camel (m/f/x)

Company: IBM

Location: Multiple Cities

Posted Dec 10, 2025

The role involves collaborating on AI-powered cloud-native solutions, customer-focused development, and technical expertise in Java and Apache Camel, with opportunities for growth and innovation.

Data Intership Costa Rica

Company: IBM

Location: Heredia, CR

Posted Dec 10, 2025

IBM Consulting offers career growth through client collaboration, innovation in hybrid cloud and AI, and continuous learning opportunities with a focus on technical and professional development.

Principal Product Marketing Manager - Agents for Good™

Company: Blackbaud

Location: Remote

Posted Dec 09, 2025

This job posting highlights a leadership opportunity at Blackbaud to develop AI-driven marketing solutions with a focus on innovation, customer impact, and cross-functional collaboration. The role emphasizes strategic growth, market positioning, and competitive differentiation while offering a flexible remote work environment and comprehensive benefits.

Business Development Representative

Company: Nucleus Security

Location: Remote

Posted Dec 09, 2025

The text highlights Nucleus Security's innovative approach to vulnerability management, emphasizing rapid growth, top-tier funding, and a collaborative remote work environment. It outlines the Business Development Representative role with key responsibilities and qualifications, while showcasing the company's commitment to employee benefits and career development.

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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