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.

Sr. Machine Learning Manager - Ads Marketplace Quality

Company: Reddit

Location: USA

Posted Dec 06, 2025

Reddit Ads is a fast-growing platform with an ambitious goal to become a massive business. The Sr Manager of Ads Marketplace Quality will play a leading role in shaping Reddit's ads auctions to ensure a great user experience and help the business grow. The role requires management experience and expertise in ads auctions or related domains.

Principal/Senior UI/UX Engineer

Company: eClinical Solutions

Location: USA

Posted Dec 06, 2025

eClinical Solutions is a company that helps life sciences organizations accelerate clinical development initiatives with expert data services and the elluminate Clinical Data Cloud. They offer opportunities for software engineers to develop innovative products and work on enterprise-level clinical data software. The company values diversity, inclusion, and continuous learning, and has received awards for its company culture and remote work.

Senior Engineering Manager - Core Experience Web

Company: Dropbox

Location: Canada

Posted Dec 06, 2025

The Senior Engineering Manager role at Dropbox involves leading a team of engineers, ensuring product quality, and driving innovation. Responsibilities include managing up to 25 reports, planning roadmaps, and maintaining technical excellence. The position requires extensive experience in people management and Agile processes, with a competitive salary range in Canada.

Senior Software Implementation Engineer

Company: Makersite GmbH

Location: Remote

Posted Dec 06, 2025

Makersite is a fast-growing company pioneering sustainable product development and digital collaboration. They are seeking Software Implementation Engineers to work closely with customers, map data, provide technical support, and create documentation. The role offers a competitive salary, remote-first flexibility, learning and development opportunities, and purpose-driven work.

Sr. Director - Cybersecurity

Company: Bugcrowd

Location: Remote

Posted Dec 06, 2025

The job posting is for a senior cybersecurity leader to define strategy, manage security operations, lead teams, and ensure compliance. The role requires extensive technical security experience, leadership skills, and knowledge of security frameworks and tools.

Product Manager

Company: Unified

Location: Remote

Posted Dec 06, 2025

iHeartMedia is a leading broadcast media company undergoing a transformation into a multichannel platform. They offer a suite of advertising channels and are looking for a Product Manager to help create and enhance products. Unified is a company that provides business intelligence for social advertising and has a platform for optimizing investments.

Manager - Emerging Sales

Company: Zapier

Location: USA

Posted Dec 06, 2025

Zapier is hiring a Sales Manager to lead an Emerging Sales team responsible for selling their AI Orchestration platform to customers with 250-999 employees. The role involves managing a team of Account Executives, hiring and coaching talent, providing coaching for full-funnel mastery, elevating strategic execution, driving operational excellence, collaborating cross-functionally, acting as a customer champion, and refining and scaling playbooks. Zapier values diverse perspectives, remote work, and inclusion.

Staff Backend Product Software Engineer - Team Formation

Company: Dropbox

Location: Canada

Posted Dec 06, 2025

The role is a Staff Engineer position at Dropbox, focusing on optimizing activation and engagement flows for team users. The responsibilities include leading a team of engineers, contributing hands-on coding, shaping technical direction, driving cross-organizational impact, and fostering a culture of innovation. The requirements include a BS/MS/PhD in Computer Science or related field, at least 12 years of experience as a software engineer, and experience working on a consumer-facing product.

Staff Backend Product Software Engineer - Team Formation

Company: Dropbox

Location: USA

Posted Dec 06, 2025

The role is a Staff Engineer position at Dropbox, focusing on optimizing activation and engagement flows for team users. The engineer will lead a team, contribute to coding, shape technical direction, and drive cross-organizational impact. The position requires a BS/MS/PhD in Computer Science or related field, and at least 12 years of experience in a consumer-facing team.

Strategic Account Executive – Application Access Governance (AAG)

Company: Saviynt

Location: Singapore

Posted Dec 06, 2025

Saviynt is a leading identity security platform that helps organizations safeguard digital assets, drive operational efficiency, and reduce compliance costs. The company is recognized as a leader in the industry and is helping organizations safely accelerate their deployment and usage of AI. Saviynt is looking for talented professionals to join their team and contribute to the growth of the company.

Sr. Security Partner - GTM

Company: Zapier

Location: USA

Posted Dec 06, 2025

Zapier is seeking a Senior Security Partner to collaborate with various teams and build customer trust. The role involves addressing security requirements, leading customer-facing briefings, and translating customer needs into actionable feedback. The ideal candidate should have extensive security experience, strong communication skills, and familiarity with AI tools and compliance frameworks.

Sales Strategy and Operations Manager

Company: Kraken

Location: Canada,APAC,Europe

Posted Dec 06, 2025

Kraken promotes its mission to advance cryptocurrency adoption through a global, mission-focused team committed to security, education, and financial freedom. The job opportunity emphasizes scaling sales operations and aligning with crypto values.

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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