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.

Product Manager - NEC Housing Repairs & Workforce Management

Company: NECSWS

Location: UK

Posted Nov 22, 2025

NEC Housing is seeking a Product Manager to help shape and deliver cutting-edge products for the Social Housing community. The role involves market research, collaborating with customers, defining business needs, building business cases, managing roadmaps, and supporting product launches. The company offers an excellent benefits package and opportunities for growth within the Product Team or wider business.

Salesforce Technical Architect

Company: TTEC Digital

Location: Canada

Posted Nov 22, 2025

TTEC Digital is seeking a Salesforce Architect to join their growing Salesforce Practice. The role involves driving technical solutions, analyzing and designing client solutions, and collaborating with various teams. The company values employee satisfaction and provides a supportive work environment. They offer competitive compensation and benefits, and are committed to diversity and inclusion.

Design Elements Lead

Company: Canva

Location: Australia

Posted Nov 22, 2025

The job description is for an Acting Elements Lead role at Canva, a company that redefines how the world experiences design. The role involves overseeing creative direction, craft quality, and strategic vision across various elements such as photos, videos, fonts, copy, audio, motion, and graphics. The team sets the creative strategy and quality bar for all element types, connects craft and subgroup leads, and guides day-to-day management, creative reviews, and execution. The ideal candidate is a seasoned creative leader with broad creative literacy, production fluency, taste and quality judgment in an AI-first world, strategic and data-driven thinking, people leadership skills, and trend awareness.

Global Marketing Operations Manager

Company: Saviynt

Location: USA

Posted Nov 22, 2025

The role is for a proactive, data-driven Global Marketing Operations Manager to streamline processes, improve automation, and power smarter decision-making across the global marketing organization. The ideal candidate will have 3-5 years of experience in Marketing Operations, Marketing Automation, or RevOps, strong Salesforce admin skills, experience owning HubSpot end-to-end, and exposure to Outreach, LeanData, or similar tools. The role involves Salesforce and Revenue Analytics, Marketing Automation and HubSpot Leadership, Insight-Driven Reporting, Process Optimization, and Cross-Team Collaboration.

Senior Tax Analyst - Indirect and Income Taxation

Company: iRhythm

Location: Remote

Posted Nov 22, 2025

iRhythm offers a Senior Tax Analyst role with opportunities to impact cardiac health, grow professionally, and work on global tax compliance. The position involves managing indirect taxes and contributing to strategic planning.

Senior Machine Learning Scientist (Generative AI) - 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 benefits like donation matching and travel perks. The company values innovation, customer service, and diversity.

Chief Medical Officer

Company: VSP Vision

Location: Remote

Posted Nov 22, 2025

The Chief Medical Officer will oversee clinical optometric care, align services with organizational goals, and ensure high-quality, accessible eye care. They will lead the optometry team, develop clinical protocols, ensure compliance, analyze patient outcomes, and drive strategic planning for service expansion and innovation.

Senior Machine Learning Scientist (User Modelling/Representation Learning) - Viator

Company: Tripadvisor

Location: UK

Posted Nov 22, 2025

Viator, a Tripadvisor company, is a 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 role involves working on representation learning and embedding latent representations of entities across the platform.

Senior Product Analyst - LiveOps Automation

Company: Scopely

Location: Spain

Posted Nov 22, 2025

Scopely is seeking a Senior Product Analyst to join their LiveOps Automation team in Spain. The role involves analyzing player performance, partnering with ML engineers, and designing statistical tests. Scopely values diversity and aims to create games for everyone.

Senior Engineering Manager - Core Experience Web

Company: Dropbox

Location: USA

Posted Nov 22, 2025

The role of Senior Engineering Manager at Dropbox involves leading a team of engineers to maintain and improve the core user-facing web platform, ensuring high quality and reliability of Dropbox's main product. The manager will partner with a Product Manager to execute critical business objectives, drive innovation, and manage a team of 12-25 engineers. The ideal candidate should have strong leadership skills, technical expertise, and experience managing engineering organizations.

Event Marketing Manager

Company: Finalsite

Location: USA

Posted Nov 22, 2025

Finalsite is a community relationship management platform for K12 schools, offering websites, communications, mobile apps, enrollment, and marketing services. The company seeks a leader to plan and execute national and regional trade shows to drive brand awareness, engagement, and lead generation.

Manager, Technical Support Americas (Mobile Access & Extraction)

Company: Magnet Forensics

Location: USA

Posted Nov 22, 2025

Magnet Forensics is a global leader in digital investigative software, serving thousands of customers worldwide. The company is expanding its global presence and is looking for a Manager Technical Support Americas to lead a team of Technical Support Engineers. The role involves providing support to customers using the mobile access and extraction suite of Magnet products, fostering a customer-centric approach, and driving continuous improvement.

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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