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ox consultancy pte. ltd.

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Big Data Engineering Lead

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Job Description We are seeking an experienced

Big Data Engineering Lead

to design, develop and lead scalable enterprise data platforms, real-time data pipelines and analytics solutions. The successful candidate will work with large-volume datasets, cloud platforms, distributed processing technologies and modern AI/GenAI solutions. Key Responsibilities Lead the design and development of scalable

Big Data Engineering and Data Analytics platforms

. Design and implement batch and real-time data pipelines using

Python, PySpark, Spark Structured Streaming and Kafka

. Develop data ingestion, transformation and processing workflows using

AWS, S3, Airflow and orchestration tools

. Design data models, data warehouses, data lakes/lakehouse architectures and high-performance analytics solutions. Develop and optimize complex

SQL queries, ETL processes and data processing workflows

. Build REST APIs and backend services using

FastAPI/Flask

for data and analytics applications. Implement data replication, archival, reconciliation, quality monitoring and governance processes. Deploy scalable data applications on

AWS

, including containerized environments and CI/CD pipelines. Lead development of

GenAI/LLM, RAG and Agentic AI

solutions for enterprise analytics and natural-language data querying. Provide technical leadership, mentoring and guidance to data engineering teams. Collaborate with business and technology stakeholders to translate requirements into scalable data solutions. Requirements Degree in Computer Science, Information Technology, Engineering, Data Science or a related discipline. 8+ years of experience in Data Engineering / Big Data / Data Analytics. Strong hands-on experience with

Python, SQL, PySpark, Apache Spark and Kafka

. Experience in

AWS cloud data services

, including S3 and related data engineering technologies. Strong experience with

Airflow or equivalent workflow orchestration tools

. Experience with

Snowflake, Hadoop/HDFS, Hive or other enterprise data platforms

. Strong understanding of

ETL, data warehousing, data modelling and distributed data processing

. Experience developing

REST APIs using FastAPI or Flask

. Exposure to

GenAI, LLM, RAG, LangChain/LangGraph or Agentic AI

is an advantage. Strong analytical, problem-solving and technical leadership skills. Experience working in Agile software development environments.

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