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.

Acquisition Analyst III

Company: TestPros

Location: Remote

Posted Dec 02, 2025

TestPros is a growing IT services company seeking an Acquisition Analyst III with engineering and acquisition experience. The role involves managing documentation for DHS contracts, with benefits including competitive pay, insurance, and retirement plans. The company emphasizes equal opportunity employment and compliance with federal standards.

Director of Fraud Solutions

Company: FNA

Location: Remote

Posted Dec 02, 2025

The Director of Fraud Solutions role at FNA is a fully remote position leading the development and implementation of antifraud solutions to protect consumers and financial institutions from payment fraud and scams. The role involves shaping the future of fraud prevention, collaborating with cross-functional teams, and driving business growth while making a tangible positive impact in the fight against financial crime.

Technical Account Manager 3

Company: Twilio

Location: Remote

Posted Dec 03, 2025

This job posting seeks a Technical Account Manager with experience in customer success and technical support, requiring skills in API troubleshooting, cloud solutions, and cross-team collaboration. The role offers remote work from Colombia with competitive benefits and opportunities for professional growth.

Lead Product Marketing Manager

Company: Apollo.io

Location: Remote

Posted Dec 02, 2025

This job description outlines the responsibilities and requirements for a Lead Product Marketing Manager role at Apollo, emphasizing cross-functional collaboration, ownership mindset, and strategic initiatives across the customer lifecycle. The position demands expertise in GTM strategy, product positioning, and data-driven decision-making to drive growth and customer engagement.

Lead Fraud Operations Analyst

Company: Apollo.io

Location: Canada

Posted Dec 03, 2025

The Sr Fraud Operations Analyst role involves complex fraud investigations, identifying vulnerabilities, designing procedures, and training teams. The ideal candidate should have 5+ years of experience, strong SQL skills, familiarity with fraud concepts, and the ability to work independently and collaboratively.

Solutions Engineer

Company: First Advantage

Location: Remote

Posted Dec 02, 2025

First Advantage is a leading provider of mission-critical background screening solutions, fostering a global inclusive workforce that values diversity, respect, integrity, and fairness. The Solutions Engineer role supports the Sales team, working with cross-functional teams to ensure smooth client onboarding, fast delivery, and successful customer outcomes.

Software Engineering Manager - Ubuntu Linux Kernel

Company: Canonical

Location: Remote

Posted Dec 02, 2025

Canonical is a leading provider of open source software and operating systems, with a focus on Ubuntu. The company is founder-led, profitable, and growing. They are hiring Software Engineering Managers to lead technical teams in various aspects of Linux kernel delivery and support. The role involves leading a distributed team, working with silicon or cloud partners, ensuring compatibility with diverse hardware platforms, maintaining quality control standards, mitigating security threats, and engaging with other teams and the open source community.

Finance Specialist

Company: First Advantage

Location: Remote

Posted Dec 02, 2025

The job posting is for a detail-oriented Finance Specialist to support the HKASEAN Finance team. The role involves ensuring accuracy and efficiency of financial operations across Hong Kong, Singapore, Malaysia, and the Philippines. The position offers benefits such as working from home, HMO coverage, optical and medicine reimbursements, generous leave credits, and opportunities to gain hands-on experience in regional finance operations and statutory compliance.

Lead Fraud Operations Analyst

Company: Apollo.io

Location: Argentina

Posted Dec 03, 2025

This job description outlines a Sr Fraud Operations Analyst role requiring expertise in fraud investigations, SQL, and cross-team collaboration. The position emphasizes problem-solving, independent work, and remote capabilities, with a focus on fraud vulnerability analysis and training customer-facing teams.

Lead Fraud Operations Analyst

Company: Apollo.io

Location: Mexico

Posted Dec 03, 2025

This job description outlines a Sr Fraud Operations Analyst role focused on fraud investigations, vulnerability analysis, and team training. The position requires technical skills in SQL, data analysis, and fraud rule development, along with strong communication and problem-solving abilities. Ideal candidates should have experience in fraud investigations, familiarity with chargebacks and ACH processes, and a proactive approach to independent problem-solving.

Manager - Enterprise Sales

Company: Figma

Location: USA

Posted Dec 03, 2025

Figma is seeking a Manager Enterprise Sales to join their dynamic team. The role involves leading a team of Account Executives, participating in customer meetings, assisting in training and development, shaping sales processes, and delivering weekly forecast meetings. The ideal candidate should have 7+ years of sales experience, 2+ years of management experience, and a proven track record of leading successful sales teams. Figma offers a competitive compensation package and benefits.

Lead Fraud Operations Analyst

Company: Apollo.io

Location: USA

Posted Dec 03, 2025

This job description outlines the role of Lead Fraud Operations Analyst at Apollo, requiring technical leadership in fraud investigations, cross-functional collaboration, and expertise in fraud detection systems. It details responsibilities, required skills, and compensation details.

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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