About this role
Accenture seeks a Data Science Associate for a full-time role in Bengaluru. The posting specifies 0–2 years of experience. The role delivers data science and AI projects for clients in consumer technology, enterprise technology and semiconductors, combining hands-on development with client delivery management. Projects span generative AI, decision science and cloud-based analytics.
Responsibilities
- Develop and fine-tune models for natural language processing, computer vision and multimodal applications using generative AI frameworks.
- Build autonomous workflows with prompt engineering, API and tool integration, and orchestration frameworks such as LangChain, LlamaIndex and AutoGen. Monitor, debug and fine-tune AI agents to improve context handling, error recovery and response quality.
- Build retrieval pipelines using vector databases such as Pinecone, FAISS, Weaviate or Milvus.
- Implement scalable data science workflows on Azure or AWS for marketing, supply chain or sales analytics. Use cloud-native tools such as SageMaker and Azure Machine Learning for model training, deployment and monitoring.
- Perform advanced analytics with Python, SQL and machine learning frameworks such as TensorFlow or PyTorch. Develop predictive models, recommendation systems and optimization solutions for business needs, and manage large-scale datasets, preprocessing pipelines and feature engineering across data modalities.
Skills for this role
Data ScienceGenerative AINatural Language ProcessingComputer VisionMultimodal AIPrompt EngineeringAI AgentsLangChainLlamaIndexAutoGenRetrieval PipelinesPineconeFAISSWeaviateMilvusAzureAWSAmazon SageMakerAzure Machine LearningPythonSQLTensorFlowPyTorchMachine LearningPredictive ModelingRecommendation SystemsOptimizationData PreprocessingFeature EngineeringModel Training and Deployment