AXON Networks delivers a robust AI-driven, analytics-based orchestration platform and a wide portfolio of next-gen high-speed routers that leverage the newest Wi-Fi technologies. Together, these technologies give ISPs the ability to manage and troubleshoot their networks in real time, and to deliver an outstanding customer experience.
AXON Networks is a trusted strategic partner for its customers, helping them evaluate their current technologies and business models, and creating and executing strategies that enable them to innovate faster, accelerate their digital transformations, and strengthen their relationships with consumers.
AXON Networks is headquartered in Irvine, CA USA with Asia HQ in Singapore and also operating in Denmark, Spain and Vietnam.
AXON Networks is seeking a Python-focused developer to build, maintain, and optimize data pipelines, analyses, and predictive models that inform product and business decisions.
The Data Engineer’s primary responsibility is to deliver clear customer value through data-driven analytics. This role requires strong analytical skills and deep familiarity with the product algorithms, contributing across product development: performing data analysis, defining and documenting algorithms, and delivering production-quality solutions that meet customer needs.
You will be working in a dynamic and continuous learning environment, with highly cooperative colleagues, and you will feel a part of a highly skilled technical community.
Responsibilities:
Data ingestion & ETL: Build robust Python-based pipelines to collect, clean, validate, and join large datasets from multiple sources (APIs, logs, databases, files).
Data quality & troubleshooting: Detect, investigate, and resolve data discrepancies and integrity issues; implement automated validation and monitoring.
Data analysis & reporting: Analyze datasets to uncover trends and actionable insights; produce repeatable reports and dashboards for stakeholders.
Dashboards & visualizations: Develop and maintain dashboards (Tableau, Power BI, or equivalent) and programmatic visualizations for product and business teams.
Collaboration: Work closely with product and engineering to translate business requirements into data solutions, instrumentation, and KPIs.
Predictive modeling & ML: Design, train, evaluate, and deploy statistical models and machine learning solutions (scikit-learn, PyTorch, TensorFlow, etc.) to forecast trends and support decision-making.
Performance & scalability: Optimize queries and data workflows (SQL, ClickHouse, MongoDB) for low-latency and high-throughput environments.
Prototyping & research: Rapidly prototype algorithms and analyses in Python (or MATLAB when needed) and turn prototypes into production-ready code.
Requirements:
Bachelor’s degree in Computer Science, Mathematics, Statistics, Telecommunications, or related field (advanced degree a plus).
Strong production experience developing in Python (data engineering, analysis, and/or ML).
Proficient with SQL and experience with ClickHouse and MongoDB (or similar).
Experience collecting, analyzing, and reporting data from lab and production systems.
Experience with BI tools (Tableau, Power BI, or similar).
Familiarity with data mining and machine learning algorithms and libraries (scikit-learn, pandas, NumPy).
Experience prototyping algorithms in Python (MATLAB experience a plus).
Nice-to-Have:
Benefits:
Only applications submitted in English will be reviewed or considered for this position.
Join AXON Networks!
At AXON Networks, we promote equal opportunities in all our recruitment processes, ensuring non-discrimination on the basis of gender, age, origin, disability, or any other personal circumstances. We assess talent based on objective criteria and foster an inclusive and diverse working environment.
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Axon Networks is a company that provides network solutions.