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 Software Engineer (low level Video Experience)

Company: Spotify

Location: Remote

Posted Nov 23, 2025

Spotify is seeking a senior professional with extensive video playback experience to help build a world-class video service. The role involves creating a cross-platform C++ video stack, optimizing AV components, and designing low-level video components. The position offers the opportunity to shape Spotify's video strategy and impact hundreds of millions of users.

Account Manager

Company: HitPay

Location: Remote

Posted Nov 23, 2025

This job posting highlights a role as an Account Manager at HitPay, focusing on merchant growth and retention through product upsells, data analysis, and collaboration with teams. It emphasizes competitive compensation, innovation in payment solutions, and opportunities to shape merchant growth within a dynamic environment.

iOS Developer

Company: ElevenLabs

Location: Remote

Posted Nov 23, 2025

ElevenLabs is a leading audio AI company with rapid growth and innovative technology. They offer impactful roles in a dynamic environment, emphasizing AI-first approaches and global collaboration. The position involves developing features for their reader app and contributing to cutting-edge audio AI projects.

Field Marketing Manager

Company: Cobalt

Location: Germany

Posted Nov 22, 2025

The job posting outlines the required qualifications and skills for a cybersecurity and B2B field marketing or demand generation role. It emphasizes collaboration with sales and channel partner teams, strong project management skills, technical proficiency with marketing automation and CRM platforms, exceptional written communication skills, and a data-driven mindset. The company values diversity, offers competitive compensation, benefits, and opportunities for growth in a rapidly expanding industry.

Director of AI Engineering

Company: Apollo.io

Location: USA

Posted Nov 22, 2025

Apollo.io is a fast-growing AI-native GTM platform used by millions of professionals. They are hiring a Director of AI Engineering to lead the strategy, execution, and integration of AI systems across the company. The role involves defining the AI roadmap, building agentic systems, AI assistants, search and personalization, and leading a world-class AI engineering team.

Lead Multimedia Designer

Company: Skyrocket Studios

Location: Remote

Posted Nov 22, 2025

The job description outlines a leadership role for a multimedia design team, focusing on team management, creative strategy, content development, and creative direction. The role requires strong leadership skills, proficiency in design tools, and the ability to align creative output with brand goals and client objectives.

Senior Machine Learning Scientist (Recommender Systems) - Viator

Company: Tripadvisor

Location: UK

Posted Nov 22, 2025

Viator, a Tripadvisor company, is the leading marketplace for travel experiences with 300,000+ options. They offer competitive compensation, flexible work arrangements, and employee benefits. The company values innovation, customer service, and diversity. The Recommender Systems group focuses on delivering personalized product rankings and recommendations.

Engineering Manager – Growth

Company: Kraken

Location: USA

Posted Nov 22, 2025

Kraken is a mission-focused crypto company with a world-class team dedicated to accelerating global adoption of crypto for financial freedom and inclusion. They offer industry-leading security, education, and client support through products like Kraken Pro, Desktop Wallet, and Kraken Futures. The Growth Engineering team builds experiences that connect people to their ecosystem and drive user acquisition, activation, and retention.

Machine Learning Engineer II - Search Data

Company: Mapbox

Location: Remote

Posted Nov 23, 2025

Mapbox is a leading platform for location-aware businesses, offering tools for navigation and data solutions. They seek a Senior Machine Learning Engineer to enhance their search data teams, emphasizing innovation, diversity, and high-quality data delivery.

Everboarding Programs Manager

Company: OpenTable

Location: USA

Posted Nov 22, 2025

OpenTable, a leader in the restaurant industry, is seeking a Program Manager to join their RSS Enablement team. The role involves designing and managing training programs for sales and service teams to optimize performance and drive company growth. The ideal candidate should have experience in program management, sales enablement, and SaaS companies, with a strong track record in building and managing high-impact enablement programs.

Named Enterprise Account Executive

Company: Saviynt

Location: Italy

Posted Nov 22, 2025

Saviynt promotes its AI-powered identity platform as a trusted solution for organizations, emphasizing security, efficiency, and compliance benefits. The text highlights job opportunities in Italy for enterprise sales roles, detailing requirements and company culture as a dynamic, growth-oriented environment.

Staff Software Developer - JaneX

Company: Jane App

Location: Remote

Posted Nov 23, 2025

Jane is a remote-first company that helps healthcare practitioners and patients by providing digital tools for running practices. They are looking for a Staff Developer to lead the design of their AI architecture and drive the development of AI-powered features. The role requires extensive experience in design and architecture, a degree in Computer Science or related field, and a desire to remain actively involved in coding while leading teams.

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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