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Senior Data Engineer

2 months ago

London, UK, United Kingdom Undisclosed Full time

Senior Data Engineer

£576 per day Umbrella

London – Hybrid (2 / 3 days per week)

6 Month Contract


Our client is currently searching for a Senior Data engineer to support with their team in London.


Responsibilities

• Execute migration of raw and derived datasets between on-prem and cloud data locations (e.g. GCP, Azure, AWS). Datasets magnitude vary between small scale (Gb) up to large scale (Tb).

• Ensure consistency between the data ingested and the data manifests.

• Organise raw and derived data into appropriate hierarchies.

• Collaborate with AI/ML engineers and product managers to

o Develop data pipelines for incoming batch data and update existing pipelines where necessary.

o Design and implement well decoupled, modularized, reusable, and scalable scripts and code for the retrieval and pre-processing of large-scale histopathology images into the AI/ML pipeline (i.e. each one with order of magnitude of gigabytes)

• Document data flows and ingestion pipelines, data use and re-use

• Implement data flows to connect operational systems, data for analytics and business intelligence (BI) systems (e.g. Power-BI)

• Ensure completion of requisite documentation i.e. ingestion form and any related IHD documentation

• Track & report completion of data migration to AIML & Onyx stakeholders and raise blockers preventing migration.

[Non-comp path requirements]

• Migrate ML pipelines from on-prem HPC solutions to the cloud.

• Migrate ML pipelines between cloud environments and across cloud computing providers.

• Optimise and parallelise said ML pipelines for scalability, speed and cost efficiency.


Experience:

• 5+ years of work experience as a professional data/software engineer.

• Machine learning experience / background

• CICD experience

• Expert level and industrial experience in design, development and deployment of data engineering pipelines.

• Advanced programming expertise in Python and in developing and delivering robust software solutions.

• Advanced programming expertise in SQL and/or similar database languages.

• Experience with cloud platforms, such as Google Cloud Platform, Azure, AWS (preference GCP)

• Experience in handling big data at scale.

• Experience with large-size images and data formats for computational pathology would be a plus (e.g. .svs, .tiff, .h5).

• Experience with business intelligence platforms, e.g. Power-BI