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.

Medical Director

Company: Modern Health

Location: USA

Posted Nov 24, 2025

Modern Health is seeking a part-time Medical Director with psychiatry expertise to oversee high-quality psychiatric care and medical management across their digital mental health platform. The role involves clinical oversight, regulatory compliance, customer engagement, cross-functional collaboration, and industry leadership. The position is pivotal in shaping psychiatric service delivery and advancing Modern Health's reputation in the market.

Staff Security Assurance Engineer - Third Party Risk Management

Company: Databricks

Location: India

Posted Nov 24, 2025

The Databricks Security Assurance Team is seeking a Staff Security Assurance Engineer with a focus on third-party risk management. The role involves managing and maturing the third-party risk management program, conducting security assessments and audits, maintaining assessment procedures and documentation, and developing metrics. The ideal candidate should have a bachelor's degree in Computer Science or related field, 10+ years of security experience with at least 4 years in third-party risk management, and experience managing and improving third-party risk management programs.

Senior/Staff Technical Recruiter

Company: Runway

Location: USA

Posted Nov 24, 2025

The role is a Senior Staff Technical Recruiter at Runway, responsible for recruiting across Product Design and Engineering teams. The position involves managing the full cycle recruiting process, developing relationships with hiring managers, and designing unbiased interview processes. The company values diversity, pay equity, and offers a competitive salary range.

Senior Manager - Advanced Analytics, Marketing

Company: Airbnb

Location: USA

Posted Nov 24, 2025

Airbnb seeks a Senior Manager Advanced Analytics Marketing to drive growth through data analysis and innovation. The role involves leading teams, designing experiments, and developing tools for strategic decisions. The company emphasizes diversity, inclusion, and remote work opportunities with a focus on impactful contributions.

Manager - Workforce Management Systems & Support

Company: Netflix

Location: Remote

Posted Nov 25, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The Manager Workforce Management Systems & Support role is responsible for designing, implementing, and supporting the global WFM technology strategy and roadmap. The role involves collaborating with various teams to optimize forecasting, staffing, resource planning, and operational excellence across global contact centers.

Data Scientist - Risk

Company: Found

Location: USA

Posted Nov 24, 2025

Found is a company that provides tools and services for self-employed individuals, including a business bank account that automates taxes and expense tracking. They are looking for passionate and resourceful people to join their team and build a safety net for self-employment. The role of Risk Data Scientist involves analyzing financial data, developing risk controls, contributing to strategic planning, and optimizing processes to manage risks in a fast-paced fintech environment.

Senior Solutions Architect - Optimization

Company: D-Wave Quantum

Location: Remote

Posted Nov 24, 2025

This job description outlines a role focused on developing quantum optimization solutions for customer applications, requiring expertise in Python and optimization tools. The position emphasizes collaboration with internal teams and external customers, along with technical leadership and project delivery. It highlights DWave's commitment to innovation, inclusivity, and employee growth through competitive compensation and a supportive work environment.

Business Intelligence Data Developer

Company: Guidehouse

Location: Remote

Posted Nov 24, 2025

The job posting is for a Business Intelligence Data Developer position in a GCP environment. The role involves designing data models, migrating transformations to BigQuery, collaborating with teams, and modernizing legacy applications. The position requires 6+ years of IT experience, BigQuery expertise, and knowledge of BI tools. The annual salary range is $113,000 to $188,000.

Senior Product Designer - Live

Company: Netflix

Location: Remote

Posted Nov 25, 2025

Netflix is expanding its global entertainment offerings with opportunities to innovate in broadcast television and streaming experiences. The role emphasizes collaboration, user-centric design, and strategic growth while providing competitive compensation and comprehensive benefits. The company highlights its inclusive culture and commitment to diversity.

Product Manager (Clinical & AI Imaging)

Company: Henry Schein One

Location: Remote

Posted Nov 24, 2025

This job offers a Product Manager role with opportunities to shape dental tech innovations, collaborate across teams, and enjoy competitive compensation and benefits.

Developer Success Engineer

Company: Vercel

Location: Netherlands,Germany,UK

Posted Nov 24, 2025

Vercel is hiring a Developer Success Engineer to guide customers through technical milestones, provide implementation guidance, troubleshoot issues, and create scalable resources. The role involves working with various customers, authoring documentation, partnering with teams, and identifying opportunities for growth.

Senior Database Automation Engineer

Company: Upwork

Location: Remote

Posted Nov 24, 2025

Upwork is a global work marketplace connecting businesses with skilled professionals. The company offers a hybrid workforce solutions team and a data infrastructure team focused on database engineering and automation. The role involves designing and implementing Python-based automation frameworks, collaborating with infrastructure teams, optimizing database performance, and participating in on-call shifts. Upwork values diversity, inclusion, and offers opportunities to work on challenging projects with a supportive global team.

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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