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ValGenesis

Posted 6 months ago

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Lead Software Engineer, Data Engineering

ChennaiOn-siteFull-time

AI Summary

Lead Software Engineer, Data Engineering at ValGenesis designs and builds data ingestion, transformation, and orchestration pipelines, enables data lakehouse architectures, and collaborates with data scientists to prepare ML-ready datasets.

About this role

About ValGenesis
ValGenesis is a leading digital validation platform provider for life sciences companies. ValGenesis suite of products are used by 30 of the top 50 global pharmaceutical and biotech companies to achieve digital transformation, total compliance and manufacturing excellence/intelligence across their product lifecycle.
Learn more about working for ValGenesis, the de facto standard for paperless validation in Life Sciences: https://www.valgenesis.com/about

About the Role:

Responsibilities

  • Architect, Design, develop, and maintain data ingestion, transformation, and orchestration pipelines (batch and real-time).
  • Build and optimize data Lakehouse architectures using Azure Synapse, Delta Lake, or similar frameworks.
  • Integrate and manage structured and unstructured data sources (SQL/NoSQL, files, documents, IoT streams).
  • Develop and operationalize ETL/ELT pipelines using Azure Data Factory, Databricks, or Apache Spark.
  • Collaborate with Data Scientists to prepare and serve ML-ready datasets for model training and inference.
  • Implement data quality, lineage, and governance frameworks across pipelines and storage layers.
  • Work with BI tools (Power BI, Superset, Tableau) to enable self-service analytics for business teams.
  • Deploy and maintain data APIs and ML models in production using Azure ML, Kubernetes, and CI/CD pipelines.
  • Ensure scalability, performance, and observability of data workflows through effective monitoring and automation.
  • Collaborate cross-functionally with engineering, product, and business teams to translate insights into action.
  • Mentor junior team members and review their work

    • Requirements

  • Experience: 6 to 12 years in Data Engineering or equivalent roles.
  • Programming: Strong in Python, SQL, and at least one compiled language (C#, Java, or Scala).
  • Databases: Experience with relational (SQL Server, PostgreSQL, MySQL) and NoSQL (MongoDB, Cosmos DB) systems.
  • Data Platforms: Hands-on experience with Azure Data Lake, Databricks.
  • ETL/ELT Tools: Azure Data Factory, Apache Airflow, or dbt.
  • Messaging & Streaming: Kafka, Event Hubs, or Service Bus for real-time data processing.
  • AI/ML Exposure: Familiarity with ML frameworks (TensorFlow, PyTorch) and MLOps concepts.
  • Visualization & Analytics: Power BI, Apache Superset, or Tableau.
  • Cloud & DevOps: Azure, Docker, Kubernetes, GitHub Actions/Azure DevOps.
  • Best Practices: Solid understanding of data modeling, version control, and CI/CD for data systems.

    • Preferred skills

  • Preferred Skills (Nice to Have):
  • Experience in knowledge graph or semantic search solutions.
  • Understanding of LLM-based data retrieval (RAG) patterns.
  • Exposure to data mesh, data fabric, or domain-oriented data architecture.
  • Familiarity with MLflow, Delta Live Tables, or Data Bricks Unity Catalog.

    • Soft skills

  • Strong analytical and problem-solving ability.
  • Excellent communication and collaboration skills.
  • Attention to detail and ability to work with large, complex datasets.
  • Creativity and ability to automate repetitive workflows.
  • Passion for continuous learning and innovation in data and AI technologies.

    • Skills

    Apache AirflowApache SparkApache SupersetAzureAzure Data FactoryAzure Data LakeAzure DevOpsAzure SynapseC++Cosmos DBDatabricksDatabricks (Apache Spark)Data FabricData MeshDbtDelta LakeDelta Live TablesDockerDomain-oriented Data ArchitectureEvent HubsGitHub ActionsJavaKafkaKubernetesLLM-based Data RetrievalMLflowMongoDBMySQLPostgreSQLPower BIPythonPyTorchRAGScalaService BusSQLSQL ServerTableauTensorFlowUnity Catalog

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