Research Engineer - Data

Posted 13 days agoViewed

📍 Location: United Kingdom

🔍 Industry: AI

🗣️ Languages: English

🪄 Skills: AWSDockerPostgreSQLPythonSQLCloud ComputingData AnalysisETLHadoopImage ProcessingKubernetesMachine LearningMLFlowMongoDBMySQLPyTorchAlgorithmsAzureCassandraData engineeringData scienceData StructuresREST APINosqlSparkCI/CDJSONData modeling

Requirements:

Hands-on experience with images, videos, 3D geometry (mesh/solid modeling), and/or text data. Well-rounded expertise in Python and PyTorch
Passion for synthetic data generation making use of inference of pretrained models, 3D rendering engines, and/or other softwares
Demonstrated proficiency in setting up large-scale, robust data pipelines, using frameworks like Spark, Ray, or Metaflow. Comfortable with model versioning, and experiment tracking
Good understanding of parallel and distributed computing. Experienced with setting up evaluation methods
Experience with AWS, Azure, or other cloud platforms. Proficient in both relational (MySQL, PostgreSQL) and NoSQL (MongoDB, Cassandra) databases, plus vector data stores

Responsibilities:

Lead the ingestion, unification, and organization of large, unstructured data sources
Develop and optimize distributed systems for data processing
Build and orchestrate pipelines to generate synthetic data at scale
Design and conduct experiments on dataset quality, scalability, and performance
Collaborate with legal and safety teams to ensure all data usage respects privacy, security, and ethical standards
Contribute to internal and external libraries or frameworks

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