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.

Porter

Company: AVE by Korman Communities

Location: Austin, TX

Posted Oct 09, 2025

This includes but is not limited to appliance repair, HVAC repair, plumbing and electrical. Opportunities to give back including: participation in AVE's regular…

Carpenter

Company: PeopleReady Skilled Trades

Location: Hunts Point, WA

Posted Oct 09, 2025

We are seeking skilled Carpenters to support custom home construction projects with top residential contractors in Bellevue, WA.

Custodian

Company: Rye Ymca

Location: Rye, NY

Posted Oct 09, 2025

Records and reports all needed repairs; repairs as directed. Ability to erect and stand on ladders and platforms at heights up to 30 feet.

Software Developer I

Company: HCSS

Location: Houston, TX

Posted Oct 09, 2025

On-site amenities including a covered basketball court, soccer field, 200-meter track, etc. A strong propensity for programming is required.

Senior Business Analyst (Digital Products & Web Platforms)

Company: Link Technologies

Location: Las Vegas, NV

Posted Oct 09, 2025

This position bridges technical teams and business stakeholders, manages backlog health, leads refinement sessions, and collaborates with UX, development, and…

Special Education Teacher

Company: Professional Tutors of America, Inc.

Location: San Diego, CA

Posted Oct 09, 2025

Utilize learning technologies to facilitate effective teaching and track student progress. Foster a nurturing atmosphere that encourages students to express…

Sr. Lifecycle Marketing Manager

Company: Moon Valley Nurseries

Location: Scottsdale, AZ

Posted Oct 09, 2025

Bachelor’s degree in Marketing, Business, or a related field required. This role will own the customer communication strategy across all owned touchpoints,…

REGIONAL MANAGER - North Central Florida/ Orlando

Company: Royal American Management

Location: Jacksonville, FL

Posted Oct 09, 2025

Must have a valid drivers license. The Regional Manager is also responsible to the Owner or Asset Manager and all applicable government agencies or monitoring…

ASSOCIATE CLINICAL PHARMACY MANAGER

Company: Healix Infusion Therapy, LLC

Location: Sugar Land, TX

Posted Oct 09, 2025

Travel to various specialty sites within an assigned multi-state region. Requires additional state licensures as requested by pharmacy department.

Professional Retail Security Officers

Company: St. Moritz Security Services

Location: Dallas, TX

Posted Oct 09, 2025

May require a current state driver’s license, clean driving record as determined by SMSSI, and the ability to safely operate motor vehicle, golf cart, and/or…

Unarmed Security Officer - 1st Shift

Company: Prosegur

Location: Austin, TX

Posted Oct 09, 2025

Clean driving record and valid driver’s license required. The Security Officer is responsible for maintaining a safe and secure environment for clients,…

Flagger

Company: PeopleReady Skilled Trades

Location: Redmond, WA

Posted Oct 09, 2025

1 year of prior flagging experience in the commercial and residential field required. As a Certified Flagger with PeopleReady Skilled Trades, you'll support…

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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