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 Data Scientist

Company: Canva

Location: Remote

Posted Nov 14, 2025

The job description is for a Regional Data Lead position at Canva, focused on GPTN (Global Product Team Network) in Germany, Poland, Turkey, and the Netherlands. The role involves crafting data narratives, identifying growth bottlenecks, building dashboards, defining data strategy, partnering with teams, and supporting product initiatives. Canva offers equity packages, inclusive parental leave, an annual Vibe & Thrive package, and flexible leave options.

Senior Delivery Manager

Company: NECSWS

Location: UK

Posted Nov 15, 2025

The job description outlines the role of an NEC Digital Senior Delivery Manager, who will support clients through every stage of the delivery lifecycle, ensuring projects run smoothly and efficiently. The role involves managing a multidisciplinary project team, ensuring projects are delivered on time, on budget, and to a high quality, meeting client requirements. The company offers an excellent benefits package, including private medical cover, paid holidays, life assurance, a group pension plan, and flexible benefits.

Senior Product Manager: Claims Engine

Company: Grow Therapy

Location: USA

Posted Nov 14, 2025

The job posting is for a product team member to design a game-changing billing system for a mental healthcare company. The role involves owning the product roadmap, building an industry-leading revenue cycle system, leveraging AI/ML for intelligent collections, collaborating with engineering and revenue cycle teams, and shaping the product culture. The ideal candidate should have 5+ years of product management experience, preferably in healthcare, and a passion for user empathy and adaptability.

Staff Engineer – Ops Cloud Platform - Ruby on Rails

Company: PagerDuty

Location: USA

Posted Nov 15, 2025

PagerDuty is seeking a senior Ruby on Rails architect to lead the modernization of their core web platform. The role involves defining technical architecture, driving modernization efforts, collaborating with domain teams, establishing best practices, mentoring engineers, and staying current with the Rails ecosystem. The position offers a competitive salary range and the opportunity to shape the future of PagerDuty's platform.

AI Specialist/Engineer - Qualified Pipeline

Company: Data Meaning

Location: Remote

Posted Nov 14, 2025

Data Meaning seeks AI SpecialistEngineers for a full-time role, emphasizing innovation, technical expertise, and collaboration in AI solutions. The position requires strong machine learning skills, experience with AI frameworks, and ability to work in agile environments. Key responsibilities include developing AI models, analyzing data, and driving strategic decision-making through technology.

Vice President - OEM Data & Intelligence

Company: Tekion

Location: USA

Posted Nov 15, 2025

Tekion, a fast-growing cloud-native SaaS innovator in automotive retail, is seeking a Vice President of Data & Intelligence. The role involves leading data strategy, developing data products, building partnerships, and driving growth. The ideal candidate has 10+ years of leadership experience in the automotive sector, deep expertise in data strategy and analytics, and strong executive communication skills.

Senior SDET

Company: Vonage

Location: Spain

Posted Nov 15, 2025

This job description outlines a senior technical leadership role focused on architecture, automation, and quality assurance for API platforms. It details responsibilities like designing test frameworks, collaborating across teams, and mentoring peers, alongside required skills in Python and API design. The posting also highlights benefits such as medical insurance, pension plans, and flexible work arrangements.

Senior Engineering Manager - Community Support Engineering

Company: Airbnb

Location: USA

Posted Nov 15, 2025

The job posting is for a passionate and forward-thinking Senior Engineering Manager to lead the Ambassador Routing and Communications (ARC) team at Airbnb. The role involves establishing a high-performing engineering culture, partnering with product leaders and cross-functional stakeholders, driving agile development processes, coaching and mentoring engineers, shaping the ARC strategy, and managing a distributed team. Exciting projects include Project Vicarius for disaster recovery, Differentiated Service for AI-powered personalized support, Routing 20 for transformation to intelligent routing, and Skill-Based Routing for matching customer inquiries with the best-equipped ambassadors.

Product Marketing Manager - Emerging Products

Company: Figma

Location: Remote

Posted Nov 14, 2025

Figma is seeking a fullstack Product Marketing Manager to support their emerging products. The role involves partnering with product, sales, design, and marketing teams to develop go-to-market strategies, launch products, and drive adoption. The ideal candidate should have 6+ years of product marketing experience, be able to manage stakeholders at all levels, and have a track record of managing cross-functional initiatives from ideation to execution and measurement.

Indirect Tax Enablement Specialist

Company: Stripe

Location: USA

Posted Nov 15, 2025

Stripe is a financial infrastructure platform that helps businesses accept payments and grow revenue. The company is seeking a dynamic Indirect Tax Enablement Specialist to join their team and drive user success and internal strategy implementation. The role involves providing real-time support, analyzing support experiences, collaborating with stakeholders, designing and executing enablement programs, and creating engaging content.

Senior Account Executive

Company: Everstream Analytics

Location: Remote

Posted Nov 14, 2025

The text is a job description for a Strategic Account Executive at Everstream, focusing on the automotive industry. It outlines the key responsibilities, required qualifications, and the company's inclusive culture. The role involves customer engagement, relationship development, preparing and implementing deals, and reporting performance. The ideal candidate should have 7-10 years of enterprise sales experience, strong presentation and hunting skills, and fluency in German and English.

Deal Desk Manager

Company: Saviynt

Location: USA

Posted Nov 15, 2025

Saviynt is an identity authority platform that provides customers with visibility, control, and intelligence to defend against threats while empowering users with access to digital technologies. The company is seeking an experienced Deal Desk Manager to lead the Deal Desk function, ensuring seamless and profitable execution of complex high-value transactions. The role requires strategic leadership, deep expertise in SaaS business models, and proven leadership ability to manage commercial risk and drive process excellence across a high-growth sales organization.

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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