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.

Staff Content Designer - Evidence and Messaging Systems

Company: Netflix

Location: Remote

Posted Nov 19, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The role involves ensuring members have the right information to discover and decide on content. Success is measured by members effortlessly understanding if a title is right for them and seamlessly planning for and engaging with timely content.

Market Development Executive III

Company: Insight

Location: USA

Posted Nov 19, 2025

The job posting is for a Market Development Executive role at a Fortune 500 Solutions Integrator. The role involves identifying new opportunities within the manufacturing and mobility industry client base, introducing customized data solutions to large enterprise clients, and managing the sales process. The company values people-first approach, unlocking the power of people and technology, and achieving extraordinary results. The role requires significant consulting services sales experience, deep technical expertise in UIUX application modernization, cloud data AI cybersecurity, or intelligent edge, and the ability to build trust with Microsoft counterparties.

Software Engineer L4/L5 - Model Serving Systems, Machine Learning Platform

Company: Netflix

Location: Remote

Posted Nov 19, 2025

Netflix promotes its leadership in entertainment services and AI innovation, highlighting opportunities for engineers to develop scalable systems and contribute to ML/AI advancements. The role emphasizes cross-functional collaboration, technical expertise, and comprehensive benefits.

Security Engineer (L4) - Identity

Company: Netflix

Location: Remote

Posted Nov 19, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The company is seeking a skilled Identity and Access Management (IAM) engineer to design and build security solutions for its global workforce and partners. The role requires expertise in IAM fundamentals, experience with vendor IAM solutions, and strong communication skills.

Senior Software Engineer in Test (mobile)

Company: InPost

Location: Poland

Posted Nov 19, 2025

InPost is a European out-of-home delivery company with a large network of intelligent lockers, providing fast, convenient, and secure delivery options. They are committed to sustainable and efficient delivery solutions, with a focus on continuous quality improvements and test automation.

Manager - Data Protection

Company: Netflix

Location: Remote

Posted Nov 19, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The company is expanding globally and into new products like games. Netflix is committed to fostering user trust and transparency while balancing business needs. The Privacy & Data Protection Engineering team ensures responsible data use and provides confidence that privacy and security risks are managed across the company.

Support Solutions Engineer - Big Data (L5)

Company: Netflix

Location: Remote

Posted Nov 19, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The Engineering Support Organization empowers Data Platform Engineering to scale customer support effectively. The role is a Support Solutions Engineer position based in Warsaw, requiring experience in big data technologies and customer-facing engineering support.

Sr. DevOps Engineer

Company: Diligent Robotics

Location: USA

Posted Nov 19, 2025

The company is building AI-powered humanoid robots to work alongside humans. They are seeking a Senior DevOps Engineer to help develop and maintain their cloud-based infrastructure, automate operations, and improve ML Ops workflows. The role involves collaborating with engineering, IT, and security teams to enhance system reliability and scalability.

Senior Backend Engineer

Company: Kalepa

Location: USA

Posted Nov 19, 2025

The job posting is for a core engineer role at a company that values smart programmers who love coding and seek challenging problems. The role involves working on advanced systems including NLP, firmographic data, entity resolution, and more. The company offers a competitive salary, equity options, and various benefits.

Senior Software Engineer

Company: Snapsheet

Location: USA

Posted Nov 19, 2025

Snapsheet is an industry-leading tech company seeking a Senior Software Engineer to join one of two core teams. The company offers a modern, scalable platform for claims processing and is looking for a candidate with 5+ years of full-stack web development experience, proficiency in Ruby on Rails and React, and a commitment to quality and technology.

Machine Learning Engineer 5 - Platform Forecasting & Optimization

Company: Netflix

Location: Remote

Posted Nov 19, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The company is seeking a Machine Learning Engineer to join their data organization and work on improving the performance, reliability, and efficiency of their infrastructure systems. The ideal candidate will have experience in developing and implementing machine learning models, working with large distributed cloud systems, and optimizing infrastructure footprint.

Sales Representative (Debt Collections)

Company: TrueML

Location: USA

Posted Nov 19, 2025

TrueML is a mission-driven financial software company that aims to create better customer experiences for distressed borrowers. They use machine learning to engage customers digitally and adjust strategies in real time. The company values diversity and inclusion, and offers a comprehensive benefits package.

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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