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 Infrastructure Software Engineer - Storage

Company: Dropbox

Location: USA

Posted Nov 13, 2025

The role of a Senior Software Engineer on the Storage team at Dropbox involves designing, building, and operating large-scale storage systems that provide high durability and scalability for millions of users. The position offers deep exposure to distributed systems and storage challenges, and the opportunity to collaborate with experienced engineers to improve reliability, optimize performance, and evolve the architecture of Dropbox's storage layer.

Global HEOR manager

Company: Abbott

Location: USA

Posted Nov 13, 2025

Abbott is a global healthcare leader that helps people live more fully at all stages of life. The company offers a portfolio of life-changing technologies in diagnostics, medical devices, nutrition, and branded generic medicines. Abbott is looking for a Health Economics and Outcomes Research manager to support market access activities for the ADC portfolio and ensure strong brand uptake and growth worldwide.

Sr. Director - Growth Strategy

Company: iHerb

Location: USA

Posted Nov 13, 2025

iHerb is seeking a US market leader to establish a strong brand presence in the competitive yet rewarding US health and wellness market. The role requires a full-stack marketer with entrepreneurial spirit, cross-functional leadership skills, and deep experience in ecommerce growth and operations. The position offers a competitive pay scale and comprehensive benefits package.

Intermediate Site Reliability Engineer - Environment Automation

Company: GitLab

Location: EMEA

Posted Nov 13, 2025

The role of a Site Reliability Engineer at GitLab involves keeping user-facing services and production systems running smoothly by combining software engineering with infrastructure expertise. The ideal candidate should be comfortable debugging Go applications, designing scalable Terraform automation, and automating the lifecycle of many tenant environments. The role focuses on automating the provisioning, configuration, and management of GitLab environments using Terraform, Ansible, and Kubernetes.

Licensed Child & Adolescent Therapist

Company: Fort Health

Location: USA

Posted Nov 13, 2025

Fort Health is a mental health company focused on improving access to care for children and adolescents. They partner with organizations like the Child Mind Institute to create a comprehensive support system. The company is hiring remote Licensed Child and Adolescent Therapists to join their clinical delivery team, offering a flexible schedule, competitive compensation, and opportunities for professional growth.

Staff Business Operations Analyst (CRM, Salesforce)

Company: Yubico

Location: USA

Posted Nov 13, 2025

Yubico is a leading provider of hardware authentication security keys, founded in 2007 and publicly traded on Nasdaq Stockholm. The company's mission is to make secure login easy and available for everyone, serving Fortune 500 companies, government agencies, and millions of individuals worldwide. Yubico offers a positive work environment with flexible work arrangements, employee resource groups, and a strong focus on social connection and community involvement.

Senior Manager - Development Operations and Research

Company: Empower Project

Location: USA

Posted Nov 13, 2025

The Senior Development Operations Manager is a key role responsible for building and maintaining operational systems, processes, and tools to drive successful fundraising. The role involves overseeing donor cultivation, solicitation, and stewardship systems, managing gift processing and finance liaison tasks, ensuring data integrity and reporting, and collaborating cross-functionally. The position is fully remote with occasional travel and requires strong skills in research, data analysis, and project management.

Software Engineer (Python) - Analytics Platform Team

Company: Canva

Location: Australia

Posted Nov 13, 2025

Canva is seeking a software engineer to join their Analytics Platform team and work on developing next-generation features, APIs, and tools to make data insights accessible and scalable. The role involves collaborating with cross-functional teams, driving continuous improvement of CI/CD pipelines, and championing engineering best practices. Canva offers a flexible work environment, equity packages, inclusive parental leave, and other benefits.

Global Head of Community - Pexels

Company: Canva

Location: UK

Posted Nov 13, 2025

The job description is for the Head of Community role at Pexels, a large stock image library. The role involves leading the global community strategy, building connections with creators, and collaborating across teams. The company offers a vibrant work environment, equity packages, and various benefits.

Licensed Child & Adolescent Therapist

Company: Fort Health

Location: USA

Posted Nov 13, 2025

Fort Health is a mental health company focused on improving access to care for children and adolescents. They partner with organizations like the Child Mind Institute to create a support system combining digital tools and virtual clinicians. The company is seeking remote Licensed Child and Adolescent Therapists to join their clinical delivery team, offering a flexible schedule, competitive compensation, and opportunities for professional growth.

Infrastructure Software Engineer - Metadata

Company: Dropbox

Location: Canada

Posted Nov 13, 2025

The role is for a Software Engineer on the Metadata team at Dropbox, building and operating large-scale distributed databases. The position involves designing and maintaining low-latency, strongly consistent database systems, collaborating with infrastructure and product teams, and contributing to system design and reliability improvements. The job requires experience in distributed systems, proficiency in Go or Rust, and familiarity with consensus and coordination systems.

Strategic Sales Manager - Photographer Products

Company: Clear Capital | CubiCasa

Location: USA

Posted Nov 13, 2025

The role of Strategic Sales Manager Photographer Products involves onboarding photography companies to CubiCasas platform, providing personalized training, collaborating with internal teams, and ensuring a seamless onboarding experience. The ideal candidate should have 2+ years in account management or related roles, experience working with SaaS platforms, and a customer-first mindset.

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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