Data Science Manager
- Tredence
- 8 - 13 years
- Pune
- 15 hours ago
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Job Description
Role & responsibilities
- Design, develop, and deploy Generative AI and LLM-based applications using frameworks such as LangChain, LangGraph, and RAG techniques.
- Write efficient and scalable Python code for data processing, model training, and inference pipelines.
- Implement custom LLM workflows, prompt engineering, and fine-tuning strategies for domain-specific use cases.
- Integrate vector databases (e.g., FAISS, Pinecone, ChromaDB, Weaviate) for retrieval and semantic search solutions.
- Collaborate with data engineers to build and maintain data pipelines, ensuring data quality and integrity.
- Perform data analysis, feature engineering, and statistical modeling to extract insights and improve model performance.
- Work with cloud environments (AWS, Azure, GCP) to deploy and scale AI solutions.
- Stay current with the latest trends in GenAI, LLMs, and AI frameworks, and apply them to business problems.
Preferred candidate profile
- 812 years of total experience in Data Science, Machine Learning, or AI development.
- Strong proficiency in Python and popular data science libraries (NumPy, pandas, scikit-learn, PyTorch, TensorFlow).
- Hands-on experience with Generative AI frameworks such as LangChain, LangGraph, LLM APIs (OpenAI, Anthropic, etc.), and RAG architectures.
- Expertise in prompt engineering, vector search, and document retrieval techniques.
- Experience deploying and managing LLM-based solutions in production environments.
- Knowledge of MLOps, model evaluation, and experiment tracking tools (e.g., MLflow, DVC, Weights & Biases).
- Familiarity with cloud-based AI services (AWS Sagemaker, Azure OpenAI, GCP Vertex AI).
- Excellent problem-solving, communication, and collaboration skills.
Preferred / Nice-to-Have
- Experience with Graph-based reasoning and workflow orchestration tools (LangGraph, LlamaIndex, etc.).
- Background in Natural Language Processing (NLP) and transformer-based models.
- Exposure to API integration, microservices, and containerization (Docker, Kubernetes).
- Prior experience mentoring junior data scientists or leading AI projects.
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Data ScientistEmployement Type: Full timeContact Details:
Company: TredenceLocation(s): Pune
Keyskills: Generative Ai Machine Learning Python Data Science Artificial Intelligence Natural Language Processing Statistical Modeling Deep Learning
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