Data Engineer India
Data Engineer India
Employer Active
Job Alert
You will be updated with latest job alerts via email
Share
Job Alert
You will be updated with latest job alerts via email
Job Description
Data Engineer India
Celona is seeking a talented Data Engineer to join our team with a focus on 5G Cellular KPI Analytics and Predictive Analysis.
In this role you will design and develop robust data pipelines collaborate with data scientists and evaluate cuttingedge technologies to enhance cellular network performance analytics.
Your work will ensure seamless data flow and empower predictive models that optimize network KPIs such as latency throughput and reliability.
Why Join Us
- Be at the forefront of innovation in 5G network analytics and predictive analysis.
- Collaborate with a dynamic team of data engineers scientists and network experts.
- Enjoy access to stateoftheart tools training and career growth opportunities.
Key Responsibilities:
Data Pipeline Development
- Build optimize and maintain scalable ETL/ELT pipelines to process large volumes of network KPI data in realtime and batch modes.
- Integrate data from multiple sources including OSS (Operational Support Systems) RAN (Radio Access Networks) and telemetry logs into centralized data platforms.
- Automate data validation and transformation processes to ensure high data quality and integrity.
Collaboration with Data Scientists
- Work closely with data scientists to prepare datasets define data models and deploy machine learning models for predictive analytics.
- Enable efficient access to clean enriched datasets for model training and evaluation.
- Partner with analytics teams to implement model outputs into operational workflows ensuring actionable insights for network management.
Technology Evaluation and Implementation
- Stay updated on the latest big data AI/ML and data engineering technologies to assess their applicability to 5G cellular data challenges.
- Prototype and implement tools and frameworks that enhance data pipeline performance and scalability (e.g. Apache Spark Kafka or Flink).
- Drive adoption of cloudnative services (AWS Azure GCP) for data processing storage and analytics.
Data Governance and Security
- Ensure compliance with industry standards and regulations such as GDPR CPNI and local telecom policies.
- Implement robust security and access control measures to protect sensitive network data.
Performance and Cost Optimization
- Optimize database queries storage systems and processing workflows to handle petabytescale data efficiently.
- Monitor and reduce infrastructure costs by leveraging serverless and costeffective solutions.
Qualifications and Skills Required:
- Bachelors degree in Computer Science Telecommunications Data Engineering or a related field. (A Masters degree in a related field is an added bonus)
- Proficiency in Python (preferred) or Java for data processing and automation.
- Strong SQL skills for querying and managing relational databases and timeseries databases.
- Handson experience with big data technologies like Apache Spark Kafka Hadoop or Flink.
- Expertise in cloud platforms (AWS Azure or GCP) including services like S3 Redshift BigQuery or Databricks.
- Solid understanding of 5G cellular KPIs and telecom concepts such as RSRP SINR QoS and handover success rates.
- Experience building and maintaining data pipelines using tools like Apache Airflow or Prefect.
- Excellent problemsolving and analytical skills with attention to detail.
- Strong communication skills to collaborate with crossfunctional teams effectively.
- Ability to manage multiple priorities and deliver results in a fastpaced environment.
Preferred Skills:
- Familiarity with timeseries databases (e.g. Druid Prometheus InfluxDB) and network telemetry data formats.
- Experience with NoSQL databases such as Cassandra or MongoDB.
- Knowledge of AI/ML model deployment workflows and MLOps tools (e.g. MLflow TensorFlow Serving).
- Certifications in cloud services big data or telecom analytics.
About Celona:
Founded in 2019 privately held Celona is a pioneer and leader in the emerging market of enterprise private 5G networks. 5G is positioned to be a transformative technology in many areas and private 5G is opening up previously impossible use cases for the enterprise. For the first time enterprises are able to deploy missioncritical applications across reliable and interference free wireless infrastructure facilitating a stepchange productivity capability. In a recent survey by NTT 51 of CIOs said they planned to deploy a Private 5G Network within a 2year timeframe.
Celona is based in Campbell California and has developed the first and still the only dedicated endtoend private 5G solution for the enterprise. Celona private 5G LAN is designed to deploy as easily as WiFi whilst integrating with the existing IP infrastructure with customer data always secured within the enterprises existing security boundaries.
Celona has raised more than $100M to date and is backed by tier1 VCs including Lightspeed Norwest NTT Cervin and Qualcomm.
Employment Type
Full-Time
