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.

Director, Software Engineering - Product Platform

Company: Figma

Location: Remote

Posted Dec 05, 2025

The text is a job posting for a Director of Engineering for Product Platform at Figma. The role involves leading an engineering organization, defining the roadmap and technical strategy for critical product infrastructure, and building a healthy, scalable, and inclusive engineering team. Figma values diversity and inclusion, and offers competitive compensation and benefits.

Match Lead

Company: Genius Sports

Location: Bulgaria

Posted Dec 05, 2025

The text promotes Genius Sports' Match Lead role, highlighting opportunities to shape sports data operations, deliver immersive fan experiences, and contribute to global engagement. It emphasizes skills like attention to detail, teamwork, and football expertise, while showcasing company benefits including competitive compensation, hybrid work models, and a focus on inclusivity and employee growth.

Sr. Technical Program Manager

Company: iHerb

Location: USA

Posted Dec 05, 2025

The Technical Project Manager role involves building trusted relationships, managing SAP workstreams, and ensuring project success. The ideal candidate has international experience, technical knowledge of SAP systems, and strong project management skills. The role requires effective communication, leadership, and the ability to inspire project team members.

Deal Desk Analyst

Company: Twilio

Location: Canada

Posted Dec 05, 2025

Twilio is hiring a Deal Desk Analyst to support their NAMER Go-to-Market motion. The role involves establishing relationships with various teams, ensuring deal momentum, providing customer service, and supporting the sales team. The ideal candidate should have a degree or relevant experience, advanced Excel skills, and a self-starter attitude.

Marketing Manager

Company: Mozilla

Location: USA

Posted Dec 05, 2025

MZLA Technologies Corporation, a subsidiary of the Mozilla Foundation, develops open-source email and productivity platform Thunderbird. They are seeking a Marketing Manager to grow the Thunderbird brand through multichannel campaigns, content creation, and partnerships. The role requires 8+ years of tech marketing experience, email marketing expertise, and strong storytelling skills.

Manager - Strategy & Analytics

Company: Influential

Location: Remote

Posted Dec 05, 2025

Influential is seeking a Manager Strategy & Analytics to drive influencer marketing initiatives for luxury beauty clients. The role involves developing data-driven strategies, presenting insights to clients, optimizing campaigns, and providing business justifications for investments. The ideal candidate has 5+ years of agency experience, knowledge of social platforms, proficiency in influencer marketing platforms, and strong analytical and communication skills.

Senior Backend Engineer

Company: Kalepa

Location: Remote

Posted Dec 05, 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.

Senior Growth Marketing Manager

Company: SuccessKPI Inc.

Location: Remote

Posted Dec 05, 2025

This job posting seeks a Senior Growth Marketing Manager to design and execute enterprise campaigns, collaborate with cross-functional teams, and optimize digital channels. The role emphasizes pipeline growth, data-driven strategies, and alignment with sales and customer success. The company highlights opportunities for career development, a dynamic culture, and working with industry experts.

Equity Operations Manager

Company: Figma

Location: Remote

Posted Dec 05, 2025

Figma is looking for an experienced equity administration professional to join their Equity Operations team. The role involves managing daily equity plan activity, collaborating with various teams, and ensuring compliance with global tax and equity regulations. The ideal candidate should have 6+ years of experience in equity administration, advanced Excel and GSuite skills, and knowledge of equity tax reporting and global workforce mobility.

EDI Integration Engineer II

Company: American Specialty Health Incorporated

Location: USA

Posted Dec 05, 2025

This job posting outlines a remote EDI Integration Engineer II role with responsibilities in file transformations, EDI transactions, and system documentation. It specifies qualifications including SQL, Python, and healthcare EDI standards, along with remote work requirements and salary range of $72k-$110k.

Senior Solutions Architect

Company: Grafana Labs

Location: Germany

Posted Dec 05, 2025

Grafana Labs is seeking a Senior Solutions Architect to join their Customer Experience team. The role involves working closely with customers to help them solve complex problems, accelerate adoption, and drive business outcomes using Grafana. The ideal candidate should have experience with observability technologies, Kubernetes, cloud platforms, and excellent communication skills.

Senior Solutions Architect

Company: Grafana Labs

Location: UK

Posted Dec 05, 2025

Grafana Labs is seeking a Senior Solutions Architect to join their Customer Experience team. The role involves working closely with customers to help them solve complex problems, accelerate adoption, and drive business outcomes using Grafana. The ideal candidate will have extensive experience with observability technologies, strong communication skills, and a passion for helping customers succeed.

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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