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.

Embedded Software Dev Engineer, Kuiper CT SW Team

Company: Amazon Kuiper Manufacturing Enterprises LLC

Location: Redmond, WA

Posted Oct 15, 2025

2+ years of non-internship design or architecture (design patterns, reliability and scaling) of new and existing systems experience. A day in the life.

Sr. Software Development Engineer - Embedded, Flight Sw, Kuiper Flight Systems / Software

Company: Amazon Kuiper Manufacturing Enterprises LLC

Location: Redmond, WA

Posted Oct 15, 2025

5+ years of leading design or architecture (design patterns, reliability and scaling) of new and existing systems experience.

Applied Scientist, Perfect Order Experience (POE) AI

Company: Amazon Stores

Location: Seattle, WA

Posted Oct 15, 2025

Experience in state-of-the-art deep learning models architecture design and deep learning training and optimization and model pruning.

Sr. Embedded SDE, Kuiper Customer Terminal Software Team

Company: Amazon Kuiper Manufacturing Enterprises LLC

Location: Redmond, WA

Posted Oct 15, 2025

We are looking for an embedded Software Development Engineer to own, design and develop Customer Terminal system software for Project Kuiper, using embedded…

Customer Care Associate

Company: Cotality

Location: Dallas, TX

Posted Oct 15, 2025

Identif y customers’ needs, research using various systems ( sometimes up to 10 different portal s) , utilize tools to interpret and analyze data , to p rovide…

Customer Care, Senior Associate

Company: Cotality

Location: Dallas, TX

Posted Oct 15, 2025

Successfully manage inbound tax inquiries escalated from Tier 1 customer care agents on behalf of a Cotality client regarding mortgage escrow and tax questions,…

Customer Care Associate

Company: Cotality

Location: Austin, TX

Posted Oct 15, 2025

Identif y customers’ needs, research using various systems ( sometimes up to 10 different portal s) , utilize tools to interpret and analyze data , to p rovide…

Accountant - Philadelphia, PA - Part-Time

Company: Your Part-Time Controller, LLC

Location: Philadelphia, PA

Posted Oct 15, 2025

4 WEEKS PAID TIME OFF, generally consisting of 100 hours paid vacation to start with eligibility for additional vacation based on tenure and a minimum 40 hours…

Controller - Philadelphia, PA - Full-Time

Company: Your Part-Time Controller, LLC

Location: Philadelphia, PA

Posted Oct 15, 2025

4 WEEKS PAID TIME OFF, generally consisting of 100 hours paid vacation to start with eligibility for additional vacation based on tenure and a minimum 40 hours…

Executive Chef - Chart House

Company: Chart House

Location: Las Vegas, NV

Posted Oct 15, 2025

Knowledge of cash registers and other front of the house equipment. Must be able to communicate effectively with guests, employees, and members of management in…

Pharmacist

Company: OnePoint Patient Care

Location: Tempe, AZ

Posted Oct 15, 2025

Conduct and evaluate medication profiles/histories, assess compliance and suggest modifications in order tooptimize medication regimens using sound clinical…

Sr. Applied Scientist, SCOT RL

Company: Amazon Stores

Location: New York, NY

Posted Oct 15, 2025

Design, implement, and evaluate innovative models, agents, and software prototypes. Experience with modeling tools such as R, scikit-learn, Spark MLLib, MxNet,…

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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