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.

Revenue Analyst

Company: Fortive

Location: Remote

Posted Nov 26, 2025

The text describes a role focused on managing the end-to-end order-to-cash process, ensuring accurate revenue recognition, and supporting various financial operations. It requires a bachelor's degree in finance or accounting, experience in revenue operations, and proficiency in tools like Salesforce CPQ, NetSuite, and Excel. The role involves collaboration across functions, process optimization, and compliance with ASC 606.

Senior Machine Learning Engineer

Company: Loka, Inc

Location: Remote

Posted Nov 26, 2025

Loka, a Silicon Valley-based tech consultancy, is seeking a Senior Machine Learning Engineer to join their team. The role involves designing and implementing ML solutions, leading client communications, and collaborating with cross-functional teams. The company values mission-driven work, remote work culture, and continuous learning.

Research Scientist - Music

Company: Spotify

Location: Remote

Posted Nov 26, 2025

Spotify is seeking a Research Scientist to join their ArtistFirst AI Music lab, which pioneers generative technologies for music to create breakthrough experiences for fans and artists. The role involves conducting groundbreaking research, running large-scale experiments, creating practical applications, collaborating with cross-functional teams, and engaging with the research community. The ideal candidate should have a PhD in a related field, experience in generative modeling or music information retrieval, strong coding skills, and a passion for building products that add value to millions of people.

Senior Research Scientist - Music

Company: Spotify

Location: Remote

Posted Nov 26, 2025

Spotify is seeking a Senior Research Scientist to join their ArtistFirst AI Music lab. The team pioneers state-of-the-art generative technologies for music, creating breakthrough experiences for fans and artists. The role involves conducting groundbreaking research, running large-scale experiments, creating practical applications, collaborating with cross-functional teams, and engaging with the research community.

Senior Manager - Total Rewards

Company: Alma

Location: Remote

Posted Nov 26, 2025

The Senior Manager Total Rewards role is critical in designing, analyzing, and implementing Almas total rewards programs to attract, retain, and motivate top talent. The ideal candidate is innovative, highly proficient with analytics tools, and excited about leveraging emerging technologies, including AI, to shape the future of total rewards.

Customer Ops Strategy Associate

Company: Clipboard Health

Location: North America, EU, South America

Posted Nov 26, 2025

The text describes a generalist role at Clipboard with high-impact, fast-paced work focused on customer operations and revenue conversion. It emphasizes problem-solving, adaptability, and curiosity as key qualities, while outlining the hiring process and remote work opportunities.

Senior Research Scientist - Music

Company: Spotify

Location: Remote

Posted Nov 26, 2025

Spotify is seeking a Senior Research Scientist to join their ArtistFirst AI Music lab. The team pioneers state-of-the-art generative technologies for music, creating breakthrough experiences for fans and artists. The role involves conducting groundbreaking research, running large-scale experiments, creating practical applications, collaborating with cross-functional teams, and engaging with the research community.

Senior Data Scientist - Product

Company: Apollo.io

Location: Remote

Posted Nov 26, 2025

The Senior Data Scientist role involves optimizing existing products and supporting early-stage initiatives through data-driven insights. The ideal candidate should have strong product analytics experience, expertise in translating complex data into actionable insights, and proficiency in data analytics tools. The role requires excellent communication skills, accountability, and the ability to thrive in a fast-paced environment.

Sr Reconciliation Representative

Company: American Specialty Health Incorporated

Location: USA

Posted Nov 26, 2025

American Specialty Health Incorporated (ASH) is seeking a Senior Reconciliation Representative to join their Reconciliation department. The role involves reconciling claims, researching and resolving issues, and communicating with health plan payors. The position requires strong communication skills, attention to detail, and the ability to work remotely.

Growth Marketing Manager - Formative

Company: Newsela

Location: Remote

Posted Nov 26, 2025

The Growth Marketing Manager role at Formative focuses on driving growth initiatives, optimizing the user journey, and leveraging in-product messaging to increase qualified traffic, conversions, and paid customers. The ideal candidate should have a proven track record in growth marketing, deep channel expertise, advanced technical proficiency, and a relentless systematic optimizer mindset.

Senior DevOPS Engineer

Company: SoundStack

Location: Remote

Posted Nov 26, 2025

The job posting is seeking a highly efficient SREDevOps Engineer to join the team and play a pivotal role in driving the stability, scalability, and performance of the platform. The role involves both proactively evolving infrastructure and services and reacting to critical incidents to maintain optimal user experience. The ideal candidate should have experience with infrastructure and configuration management, container orchestration, messaging and stream processing, continuous integration and delivery, monitoring and observability, and cloud technologies.

Real Estate Closing Manager

Company: Truehold

Location: USA

Posted Nov 26, 2025

The Closing Manager role is responsible for leading and executing all closing activities for real estate transactions across a portfolio. The role ensures accuracy, compliance, and operational excellence in the closing process. Key responsibilities include owning the end-to-end closing process, coordinating with internal and external teams, reviewing and validating closing documents, maintaining closing files, identifying and mitigating risks, leading final diligence checks, troubleshooting issues, and continuously improving closing procedures.

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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