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.

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Posted Dec 10, 2025

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Company: Grafana Labs

Location: Remote

Posted Dec 10, 2025

This job posting highlights a remote software engineer role with opportunities in Spain, Germany, the UK, and Sweden. The position involves working on open-source observability platforms like Loki and Mimir, contributing to cloud services, and collaborating in a global, diverse team. It emphasizes remote-first work, customer focus, and career growth while requiring technical expertise in Go, Kubernetes, and distributed systems.

Staff Backend Software Engineer - Databases - Loki Ingest

Company: Grafana Labs

Location: Remote

Posted Dec 10, 2025

This job posting highlights a remote software engineer role with opportunities in Spain, Germany, the UK, and Sweden. The position involves working on open-source observability platforms like Loki and Mimir, contributing to cloud services, and collaborating on distributed systems. The role emphasizes remote-first teamwork, career growth, and compensation ranging from £100,000 to £121,000.

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Company: IBM

Location: BANGALORE, IN

Posted Dec 11, 2025

This text describes a Site Reliability Engineer role at IBM, emphasizing opportunities for career growth, innovation, and collaboration in developing cloud-native AI solutions. It outlines responsibilities like system architecture, incident response, and monitoring, along with required technical expertise in DevOps, cloud technologies, and automation tools.

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Company: Evident Change

Location: USA

Posted Dec 10, 2025

This job posting highlights a remote Policy and Reporting Analyst role with competitive compensation, comprehensive benefits, and opportunities for professional growth. The position emphasizes client interaction, data reporting, and problem-solving in a supportive work environment.

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Company: iHerb

Location: USA

Posted Dec 10, 2025

This job posting seeks a Principal Product Security Engineer to lead secure development lifecycle processes, design security frameworks, and mitigate threats. Requirements include technical expertise in security architecture, DevOps, and cloud technologies, with optional bonus qualifications in cloud security tools.

Staff Backend Software Engineer - Databases - Loki Ingest

Company: Grafana Labs

Location: Remote

Posted Dec 10, 2025

This job posting describes a remote software engineer role focusing on databases and observability platforms. It outlines responsibilities, requirements, and compensation details for positions in Spain, Germany, the UK, and Sweden. The role emphasizes collaboration, open-source contributions, and cloud technologies.

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Company: Adoreal

Location: Remote

Posted Dec 10, 2025

Adoreal seeks a tech-savvy Implementation Specialist with healthcare experience to manage clinic onboarding, data migration, and training. The role offers remote work, comprehensive benefits, and a collaborative culture focused on innovation and growth. The company emphasizes equity, flexibility, and a people-first approach while complying with legal standards.

Analyst I - Data Science

Company: Liberty Mutual Insurance

Location: USA

Posted Dec 10, 2025

This job description outlines a Junior Data Scientist role at Liberty Mutual, focusing on building predictive models, data pipelines, and workforce planning solutions. The company emphasizes competitive compensation, inclusive culture, and professional growth opportunities, while detailing technical requirements and preferred skills for the position.

Human Factors Engineer I

Company: iRhythm

Location: USA

Posted Dec 10, 2025

iRhythm offers a Human Factors Engineer role with opportunities for career growth and impactful work in cardiac health tech. The position involves usability studies, cross-functional collaboration, and compliance with medical device regulations. The company emphasizes innovation, patient-centric design, and global health impact while highlighting competitive compensation and remote work flexibility.

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Company: Insight

Location: USA

Posted Dec 10, 2025

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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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