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 Full Stack Engineer - Developer API, Poe

Company: Quora

Location: USA

Posted Dec 06, 2025

Quora is a remote-first company with a mission to grow collective intelligence through its platforms Quora and Poe. The company is seeking a Senior Full Stack Engineer to work on the Poe product, building features for the Developer API and enabling third-party developers. The role involves collaborating with cross-functional teams, rapid prototyping, and implementing new product features.

Senior Solutions Engineer

Company: HubSpot

Location: USA

Posted Dec 06, 2025

HubSpot seeks a Solutions Engineer to collaborate with teams, solve customer challenges, and drive sales. The role emphasizes teamwork, innovation, and professional growth in a supportive environment.

Senior DevOps Engineer

Company: Nuvolar

Location: Spain

Posted Dec 06, 2025

Nuvolar is a global technology consulting company specializing in Salesforce-based solutions, mobile and web application development, and training and support services. They have over 14 years of experience and a multicultural team of more than 100 professionals. Nuvolar delivers projects for complex industries such as aviation, healthcare, consumer goods, and transportation. They value international talent, diversity, flexibility, and a collaborative work environment. The company is looking for a highly skilled Senior DevOps Engineer to join their team and contribute to a pharmaceutical industry project focused on data infrastructure and deployment solutions.

Senior Product Manager, Dedicated

Company: GitLab

Location: EMEA,North America

Posted Dec 06, 2025

The Senior Product Manager role involves owning the strategy and roadmap for GitLab Dedicated Commercial, a single-tenant SaaS deployment for highly regulated customers. The role focuses on driving enterprise adoption, shaping pricing and packaging, and ensuring the platform meets strict security, compliance, and performance expectations. Collaboration with various teams is essential to deliver customer results and grow the platform.

Sr. SDET

Company: Pinterest

Location: Remote

Posted Dec 06, 2025

The job posting is for a Senior Software Development Engineer in Test (SDET) to lead quality engineering for a rapidly growing global platform. The role involves architecting and implementing automation frameworks, driving cross-functional quality initiatives, modernizing test platforms, identifying quality gaps, mentoring engineers, and leading test strategy planning. The ideal candidate should have experience in test automation, programming languages, test frameworks, CICD tooling, and leading quality initiatives across an organization.

Senior Corporate Counsel

Company: Sprout Social

Location: USA

Posted Dec 06, 2025

Sprout Social is seeking a Senior Corporate Counsel to join their Legal team. The role involves reviewing and negotiating complex contracts, providing legal support to sales and customer success teams, collaborating with cross-functional teams, and participating in special projects. The ideal candidate should have 8+ years of commercial contracts experience, strong risk assessment skills, and experience collaborating with cross-functional teams. Sprout Social offers a comprehensive benefits program, flexible work arrangements, and opportunities for growth and development.

Marketing Technical Specialist

Company: HubSpot

Location: USA

Posted Dec 06, 2025

The role of Marketing Technical Specialist at HubSpot involves owning and optimizing the segmentation infrastructure to enable accurate audience targeting. The ideal candidate should have experience with CRM systems, building segments, and automation tools. The role requires strong communication skills, technical curiosity, and the ability to collaborate cross-functionally.

Senior Marketer - Global Growth Partnerships

Company: HubSpot

Location: USA

Posted Dec 06, 2025

HubSpot is seeking a Senior Marketer to lead the strategy and partnerships arm for their Creators program. The role focuses on driving conversions and building visibility through creator collaborations. The successful candidate will build and scale the NanoMicro Creator Partnerships Program, develop creator partnerships, collaborate with cross-functional teams, and analyze performance to optimize for AI visibility and conversion.

Elixir Engineer- (Paid Interview)

Company: Array

Location: USA

Posted Dec 06, 2025

Array is a financial innovation platform that helps digital brands, financial institutions, and fintechs get consumer products to market faster. They offer credit and identity monitoring tools, privacy protection, and a financial ads marketplace via embeddable widgets or a modern API. Array is a remote-first company focused on providing opportunities for high-performing individuals to have a deep impact in the fast-growing fintech space.

Strategic Community Specialist

Company: Reddit

Location: UK

Posted Dec 06, 2025

This job description outlines a strategic role in community management, focusing on growth in the UK market. Responsibilities include building local communities, iterating on growth strategies, and collaborating cross-functionally. It highlights opportunities to influence global expansion and work with key teams.

Senior Site Reliability Engineer

Company: MariaDB plc

Location: Canada

Posted Dec 06, 2025

MariaDB is a widely used database platform powering applications for companies of all sizes, including 75% of the Fortune 500. The company is building a web-based management tool to help customers configure and manage enterprise MariaDB configurations. The role involves designing, implementing, and evolving large-scale cloud-native infrastructure, leading reliability and scalability initiatives, and collaborating with software and platform teams.

Sr. Compliance Associate - Equities

Company: Kraken

Location: USA

Posted Dec 06, 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 company is hiring a Compliance Analyst with broker-dealer and investment advisor experience to oversee a retail equities ETF and option platform, ensuring compliance with FINRA, SEC, and state regulations.

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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