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.

Senior Android Engineer - Apps Platform (Performance)

Company: Reddit

Location: Remote

Posted Dec 04, 2025

The text describes a software engineering role at Reddit's Apps Platform team, outlining responsibilities for building tools, improving developer efficiency, and collaborating across teams. It lists required expertise, benefits like healthcare and parental leave, and pay transparency details.

Backend Engineer

Company: Kalepa

Location: Remote

Posted Dec 04, 2025

The job posting is for a core engineer role at a company that values smart programmers who love coding and seek challenging problems. The role involves working on advanced systems including NLP, firmographic data, entity resolution, and more. The company offers a competitive salary, equity options, and various benefits.

Strategic CES Operations Manager

Company: Figma

Location: USA

Posted Dec 04, 2025

The role is a global position responsible for building operational infrastructure, insights, and governance for post-sale activities. The individual will partner with various teams to ensure operational excellence and consistent performance management worldwide. The role involves defining operational frameworks, establishing reporting and metrics frameworks, defining performance metrics, and acting as a strategic connector between different teams. The ideal candidate should have 8+ years of experience in sales, customer success, or post-sales operations, strong expertise in systems including Salesforce and BI tools, and a proven ability to define operational frameworks and scale teams.

Senior Full Stack Engineer

Company: Kalepa

Location: Remote

Posted Dec 04, 2025

The job posting is for a core engineer role at a company working on cutting-edge technology including NLP, firmographic data, entity resolution, and more. The role involves building large data pipelines, distributed systems, machine learning models, and robust infrastructure. The company values smart programmers who love coding, seek challenging problems, and appreciate recognition for excellent work. They offer a competitive salary, equity options, and various benefits.

Technical Engagement Manager II

Company: Bugcrowd

Location: Australia

Posted Dec 04, 2025

This job posting seeks a Technical Engagement Manager II to oversee technical onboarding and implementation of Bugcrowd's security programs. Responsibilities include customer collaboration, program configuration, cross-functional teamwork, and maintaining expertise in security methodologies. The role requires 4+ years of technical experience with pentesting and bug bounty programs, along with strong communication and project management skills.

Talent Acquisition Sr Recruiter

Company: Trafilea

Location: North America,Latin America,EMEA,APAC

Posted Dec 04, 2025

Trafilea is a consumer tech platform that uses AI to help brands grow. They have over $1B in revenue, 12M customers, and 500+ talents across 19 countries. Trafilea builds and scales its own DTC brands while helping ambitious talent grow. They offer a remote, dynamic, and diverse work environment with competitive salary and benefits.

Customer Service Representative - Clinical

Company: American Specialty Health Incorporated

Location: USA

Posted Dec 04, 2025

American Specialty Health Incorporated is seeking a Customer Service Representative to join their Customer Service Clinical department. The role involves answering calls from providers, members, and health plans to assist with various topics such as benefit information and problem resolution. The position is remote and requires a stable internet connection.

Senior Employee Relations Business Partner

Company: Dropbox

Location: USA

Posted Dec 04, 2025

This job description outlines a Senior Employee Relations Business Partner role at Dropbox, emphasizing strategic guidance on complex investigations, policy interpretation, and fostering a positive employee relations environment. The position requires collaboration with legal teams, data-driven decision-making, and maintaining confidentiality while upholding organizational values.

Senior Sales Manager

Company: Cendyn

Location: USA

Posted Dec 04, 2025

Cendyn is seeking a Senior Sales Manager for the Eastern Region who is results-driven, experienced in SaaS sales, highly organized, and passionate about the hotel industry. The role involves developing and executing a territory sales plan, identifying potential customers, cold calling, lead generation, analyzing market data, and building strong relationships with key stakeholders. The ideal candidate has a proven track record of sales performance, strong analytical and communication skills, and the ability to work in a fast-paced environment.

Global Corporate Sales Director

Company: Cendyn

Location: USA

Posted Dec 04, 2025

The Global Corporate Sales Director is responsible for driving sales and strategic growth of Cendyn's relationships with top global Corporate TMC and Consortia demand partners. The role focuses on building strong relationships, identifying new opportunities, and collaborating with internal teams to maximize revenue and customer success.

Senior Machine Learning Engineer

Company: Kalepa

Location: Remote

Posted Dec 04, 2025

Kalepa is seeking a Senior Machine Learning Engineer with 5+ years of experience to lead the development and deployment of machine learning models at scale. The role involves turning vast amounts of structured and unstructured data into novel insights about behavior and risk. The ideal candidate should have an in-depth understanding of applied machine learning algorithms, especially NLP and statistics, and be experienced in Python and its major data science libraries. The company offers a competitive salary, significant equity options, and a global team offsite.

Frontend Product Software Engineer - Growth Lifecycle

Company: Dropbox

Location: USA

Posted Dec 04, 2025

This job description outlines the role of a Product Engineer at Dropbox, focusing on growth lifecycle initiatives, cross-functional collaboration, and technical responsibilities. It details requirements, preferred qualifications, and compensation across different US zones.

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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