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.

Partner Director

Company: Saviynt

Location: Sweden

Posted Nov 21, 2025

Saviynt is a leading identity security platform that helps organizations safeguard digital assets, drive operational efficiency, and reduce compliance costs. The company is currently hiring a Partner Director based in Sweden to develop and manage regional partner relationships across the Nordics. The role requires 10+ years of partner experience in the enterprise software industry, with a focus on cybersecurity and identity. Saviynt offers a high-growth, dynamic work environment with opportunities for learning and development.

Senior Display Ads Specialist

Company: Welltech

Location: Spain,Cyprus,Poland,Ukraine

Posted Nov 21, 2025

Welltech, a global health innovator with 220M+ app installs, seeks a Senior Display Ads Specialist to drive growth through strategic campaigns and data-driven decisions.

Principal Product Manager - Growth

Company: PagerDuty

Location: Canada

Posted Nov 21, 2025

This job posting seeks a Principal Product Manager to lead growth initiatives and transform PagerDuty's value realization across product verticals. The role involves driving conversion optimization, building experimentation infrastructure, and collaborating with cross-functional teams. Key qualifications include experience in growth strategies, AB testing, and matrix management.

Key Accounts Manager

Company: OpenTable

Location: USA

Posted Nov 21, 2025

OpenTable promotes itself as an industry leader with world-class technology that empowers restaurants and diners. The Key Accounts Manager role emphasizes collaboration, growth, and exceptional customer service, with competitive benefits and career development opportunities.

Associate Onboarding Manager

Company: Comply

Location: USA

Posted Nov 21, 2025

Comply is a leading provider of compliance SaaS and consulting services for the global financial services sector. They are seeking an Associate Onboarding Manager to join their post-sales organization and help lead clients through the successful implementation of the Comply platforms. The role involves managing the onboarding process, establishing relationships with stakeholders, becoming a product expert, monitoring progress, driving escalations, training clients, and transitioning clients to the Customer Success team.

Sales Compensation Partner

Company: Spotify

Location: USA

Posted Nov 21, 2025

Spotify is looking for a Compensation Partner to join their global Compensation team. The role involves owning the quarterly sales incentive program, collaborating with various teams, providing guidance on compensation programs, and conducting job evaluations. The ideal candidate has 4+ years of experience in a global compensation function, is an expert at prioritizing in a fast-paced environment, and has excellent communication skills.

Partner Manager - Agencies

Company: Webflow

Location: USA

Posted Nov 21, 2025

Webflow is a platform that combines visual development, content management, AI-driven personalization, hosting, and analytics. They are looking for a Partner Manager to help grow their partner ecosystem and develop strategies for enterprise markets. The role involves building relationships with agencies, creating scalable programs, and working cross-functionally with sales, marketing, and product teams.

Strategic Sourcing Manager - Corporate

Company: Airbnb

Location: USA

Posted Nov 21, 2025

The Strategic Sourcing team at Airbnb plays a key role in enabling the company to operate efficiently and scale sustainably. The team partners closely with internal stakeholders to design and deliver sourcing strategies that align with Airbnb's business priorities while driving innovation, value, and stakeholder success. The Strategic Sourcing Manager for Professional Services will lead end-to-end sourcing and supplier relationship management across key spend areas, acting as a trusted advisor to influence decisions, mitigate risks, and drive supplier performance.

AirCover UX Enablement Manager

Company: Airbnb

Location: USA

Posted Nov 21, 2025

The AirCover team at Airbnb is responsible for managing the AirCover business and delivering best-in-class services to their community of hosts and guests. The role involves driving innovative user-centered design, leading the organization's operating rhythm, and leveraging AI-driven tools to elevate user experiences. The ideal candidate is passionate about understanding users, leveraging data-driven insights, and shaping the future of agentic AI-driven UX.

Mid/Senior Smart Contract Engineer

Company: LI.FI

Location: EMEA,APAC

Posted Nov 21, 2025

LIFI is a company that simplifies multichain DeFi for traditional financial institutions, fintechs, and service providers. They offer a unified API to access all on-chain liquidity across major blockchains for best price swaps. The company values user experience and aims to make complex technologies accessible to everyone. They are looking for a mid-level Smart Contract Engineer with experience in Solidity, TypeScript, and YUL/Assembly to join their API Expansion Team.

Consultant - Strategy & Risk

Company: Optiv

Location: Canada

Posted Nov 21, 2025

This remote position in cybersecurity and risk management consultancy involves conducting security risk assessments, compliance evaluations, and developing risk management programs. The role requires a bachelor's degree, 2-5 years of experience, and knowledge of cybersecurity principles and risk management frameworks. Optiv offers a supportive work environment, professional training, and volunteer opportunities.

Scale Customer Success Manager

Company: Comply

Location: USA

Posted Nov 21, 2025

Comply is a leading provider of compliance SaaS and consulting services for the global financial services sector. They serve thousands of clients and empower Chief Compliance Officers to manage regulatory obligations, mitigate risk, and scale efficiently. The Scale Customer Success Manager role involves building excellent customer experiences, driving adoption, and leveraging data-driven programs to support customers.

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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