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.

iOS Engineer - App Analysis

Company: Data Theorem

Location: Canada

Posted Dec 06, 2025

Data Theorem is an exciting company focused on creating a more secure world for data. They are searching for exceptional talent to grow and take ownership of projects. As an iOS engineer, you will improve their scanning engine for analyzing iOS applications and automatically find security and privacy issues.

Manager - Sales Engineering

Company: ImageTrend

Location: USA

Posted Dec 06, 2025

ImageTrend Inc is a company dedicated to providing software solutions, data analytics, and services for healthcare and emergency response. They are committed to innovation, client satisfaction, and providing world-class implementation and support. The Manager Sales Engineering role involves leading a team, shaping technical sales strategy, and delivering innovative solutions to drive revenue growth.

GTM Lead (Compute Hosting Growth)

Company: Gcore

Location: Poland,Georgia,Serbia,Germany,Cyprus

Posted Dec 06, 2025

Gcore is seeking a Compute Hosting Growth Lead to own the growth strategy and unit economics for their low-cost compute and hosting business. The role involves driving measurable impact by improving conversion funnels, optimizing acquisition channels, and scaling adoption across self-serve and assisted customer journeys. The ideal candidate has 3+ years of experience in growth, product-led growth, or marketing operations, ideally in hosting, cloud, or SaaS, and a proven track record of managing performance metrics and running growth experiments.

AI Audio Designer

Company: Canva

Location: Australia

Posted Dec 06, 2025

Canva is seeking a contractor to join their AI Content Studio Team for a 12-month engagement. The role involves generating AI audio, refining prompts, building workflows, supporting discoverability, analyzing data, and publishing docs. The ideal candidate has experience with music, SFX, or voice content, DAWs, postproduction, metadata, and AI tooling. The team values ethics, consent, and safety.

Digital Security Business Development Director

Company: Vonage

Location: Remote

Posted Dec 06, 2025

This job description outlines a role focused on bridging technology, business development, and customer success for Vonage's Network APIs program. The position requires expertise in fraud prevention, consultative support, and thought leadership to drive client success and industry innovation. Responsibilities include customer advocacy, revenue generation, and strategic roadmap shaping with cross-functional teams.

Software Engineer - Growth

Company: Monarch Money

Location: USA

Posted Dec 06, 2025

Monarch is a personal finance platform that simplifies finances and helps users reach their financial goals. The company is a fully remote team of experienced entrepreneurs passionate about building a product people love. They are focused on expanding their reach and helping more households take control of their financial lives.

Team Lead, Technical Account Manager - Pressable

Company: Automattic Careers

Location: North America,Latin America,Europe,Africa,APAC

Posted Dec 06, 2025

Pressable is seeking a dynamic Team Lead for their Technical Account Management team. The role involves managing and developing a team of Technical Account Managers, leading by example, acting as a technical sales engineer, and serving as a primary technical escalation point. The ideal candidate is a results-oriented leader with a passion for customer success and team development, and has experience leading technical teams and building processes and training programs.

Data Analyst - Communications & Policy

Company: Stripe

Location: Remote

Posted Dec 06, 2025

Stripe's mission to increase the GDP of the internet is highlighted through a data analyst role that focuses on economic impact analysis, data pipelines, and global economic growth insights. The position requires expertise in analytics, data visualization, and collaboration with cross-functional teams to drive research and advocacy.

Senior Front-End Developer (SC Cleared)

Company: NECSWS

Location: UK

Posted Dec 06, 2025

The job description is for a Senior Frontend Developer role at NEC Software Solutions, a global tech company. The role involves shaping digital products, setting coding standards, and leading a team through technical challenges. The company offers an excellent benefits package and supports public services.

Finance Business Partner - People

Company: Canva

Location: Australia

Posted Dec 06, 2025

Canva's FPampA role offers growth, collaboration, and benefits like flexible leave and wellbeing allowances in a dynamic environment.

Principal Software Development Engineer - Navigation

Company: Mapbox

Location: USA

Posted Dec 06, 2025

Mapbox is a leading real-time location platform that provides tools for navigation, mapping, and location-aware businesses. The Navigation team at Mapbox develops web services for navigation initiatives in consumer, automotive, and logistics verticals. They are revolutionizing in-car experiences with technology and have launched products like MapGPT and Mapbox for EV. The company values high-performing individuals, diversity, and continuous learning.

Finance Business Partner - People

Company: Canva

Location: Australia

Posted Dec 06, 2025

Canva is a company that values collaboration, growth, and innovation. They offer a supportive work environment with flexible options and opportunities for professional development. The FP&A team is seeking a strategic finance business partner to join their collaborative and supportive environment.

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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