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Job Closed

Gen AI Data Engineer - Pyspark/Python

  • Source: LinkedIn
  • Vallum Associates
  • Hybrid
  • London
  • Mid level

Job Description

The Role: GenAI Data Engineer

Location: London (or) Edinburgh, UK

Position Type: Contract Inside IR35

Remote work option Available: Hybrid – 2 Days Onsite

Job Description:

Essential skills/knowledge/experience:

  • Strong experience with PySpark, distributed data processing, and largescale ETL/ELT pipelines.
  • Strong SQL expertise including star/snowflake schema design, indexing strategies, writing optimized queries, and implementing CDC, SCD Type 1/2/3 patterns for reliable data warehousing.
  • Advanced proficiency in Python for data engineering, automation, and ML/GenAI integration.
  • Hands‑on expertise with AWS services (S3, Glue, Lambda, EMR, Bedrock / custom model hosting).
  • Practical experience with GenAI/LLM model creation, finetuning, benchmarking, and evaluation.
  • Solid understanding of RAG architectures, embeddings, vector stores, and LLM evaluation methods.
  • Experience working with structured and unstructured datasets (documents, logs, text, images).
  • Familiarity with scalable data storage solutions (Delta Lake, Parquet, Redshift, DynamoDB).
  • Understanding model optimization techniques (quantization, distillation, inference optimization).
  • Strong capability to debug, tune, and optimize distributed systems and AI pipelines.

Desirable skills/knowledge/experience:

  • Pyspark, Python, SQL,AWS, GenAI

Skills

  • pyspark
  • Python
  • amazon-web-services
  • amazon-s3
  • aws-glue
  • aws-lambda
  • amazon-emr
  • bedrock
  • delta-lake
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