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.

Project Supervisor - Integrated Marketing

Company: Finn Partners

Location: USA

Posted Nov 29, 2025

FINN Partners seeks a Project Supervisor for a remote/hybrid role with competitive salary, career growth, and a collaborative culture. Apply with resume and cover letter.

Senior Software Development Engineer (Storefront)

Company: Recharge

Location: Remote

Posted Nov 29, 2025

The Storefront Team at Recharge is responsible for high-performance storefront widgets and backend services. They handle 25M+ sessions per day and require high performance and stability. The team works with a modern tech stack including Python, React, GCP, and more. They value remote work, collaboration, rapid iteration, and engineering excellence.

Strategic Finance Associate

Company: Consensys

Location: Remote

Posted Nov 29, 2025

Consensys is a leading blockchain and web3 software company pioneering innovation in the ecosystem. Their mission focuses on making decentralized web accessible, with products like MetaMask and Infura. The finance team seeks a Strategic Finance Associate to drive financial insights and support growth, emphasizing blockchain expertise and collaborative problem-solving in a dynamic startup environment.

Operations Specialist - Vendor Management

Company: Myriad360

Location: Remote

Posted Nov 29, 2025

The job description outlines the role of an Operations Specialist in Vendor Management Subcontract within the Service Operations team. The role involves strengthening operational efficiency, driving profitability, managing subcontractors, bid and proposal handling, documentation oversight, schedule management, performance reporting, vendor assessments, compliance management, and identifying opportunities to expand and optimize the vendor ecosystem. The ideal candidate should have 2-4 years of experience in strategic operations, project coordination, or vendor/subcontractor management, strong analytical and organizational skills, and experience in vendor assessment systems, contract negotiation, and compliance management.

Enterprise Account Manager

Company: Immersive

Location: Remote

Posted Nov 29, 2025

Immersive is a leader in people-centric cyber resilience, partnering with enterprise organizations to build cyber resilience and tackle cyber threats. They offer a SaaS platform that helps teams continuously assess, build, and prove cyber capabilities through real-life simulations. The company is hiring for a Senior Enterprise Account Manager role, seeking a senior sales person with experience in the cybersecurity sector. The role involves building relationships with CISOs, winning large-scale enterprise business, and educating the market on their groundbreaking cybersecurity solution.

Machine Learning Scientist (L5) - Content & Conversation Modeling

Company: Netflix

Location: Remote

Posted Nov 29, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The Content & Conversation Modeling team develops ML solutions to drive content strategy, acquisition, scheduling, and advertising decisions. They seek a senior machine learning scientist to innovate predictive models, partner with content strategy teams, and own the end-to-end ML model development lifecycle.

Analyst - Trust & Safety (II)

Company: Kickstarter PBC

Location: Remote

Posted Nov 29, 2025

The Trust and Safety team at Kickstarter is dedicated to maintaining a safe environment for users and the company. They focus on monetary safety, content moderation, policy enforcement, and assisting the community with account issues. The team values empathy, clear communication, and collaboration to ensure a positive user experience.

Staff Database Engineer

Company: Array

Location: Remote

Posted Nov 29, 2025

Array is a fintech platform offering credit tools and API services. They hire database engineers with a 180-day evaluation period and provide competitive benefits like full medical coverage, unlimited PTO, and remote work flexibility.

Online AP Teacher (Various Subjects)

Company: ABC Education

Location: Remote

Posted Nov 29, 2025

ABC Education Group has launched Polaris Global Academy, an online school for ambitious students worldwide. They are seeking part-time AP teachers for the 2024-2025 school year. This is a fully remote position with competitive compensation.

Junior Product Manager

Company: Canonical

Location: Remote

Posted Nov 29, 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, with a distributed team of over 1200 colleagues in 75+ countries. Canonical seeks product managers with a passion for open source, strong leadership and communication skills, and a desire to drive product strategy and shape market demands.

User Centred Design Practitioners

Company: NECSWS

Location: UK

Posted Nov 29, 2025

NEC Digital Studio is a people-first digital studio that focuses on designing and developing evidence-led solutions to transform services used by everyone every day. They specialize in working with seldom heard voices and diverse user groups, practicing participatory co-design and ethical research. The company offers a range of UCD support roles for experienced practitioners at mid, senior, and lead levels, including user research, service design, content design, and interaction design. They value accessibility, inclusive design, agile multidisciplinary teams, and strong stakeholder engagement.

Global Senior Leave of Absence Program Manager

Company: Reddit

Location: Remote

Posted Nov 29, 2025

The job posting is for a Global Sr LOA Program Manager to lead and scale leave of absence, workplace accommodation, wellness, and workers compensation programs. The role involves designing, managing, and optimizing leave and accommodation strategies, ensuring compliance with global regulations, and delivering a best-in-class employee experience. The position requires 8-10+ years of experience, strong knowledge of global leave laws, and proven program management skills.

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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