Specialist, Data Science-1

6 days ago

Noida, Uttar Pradesh, India Pentair Full time
Job Description:

Position Requirements

We are seeking a highly motivated and enthusiastic Senior Data Scientist with over 8 years
of experience to join our dynamic team. The ideal candidate will have a strong background
in AI/ML analytics and a passion for leveraging data to drive business insights and
innovation.
Key Responsibilities:

• Develop and implement machine learning models and algorithms.

• Work closely with project stakeholders to understand requirements and translate
them into deliverables.

• Utilize statistical and machine learning techniques to analyze and interpret complex
data sets.

• Stay updated with the latest advancements in AI/ML technologies and
methodologies.

• Collaborate with cross-functional teams to support various AI/ML initiatives.
Qualifications:

• Bachelor's degree in Computer Science, Data Science, Statistics, Mathematics, or a
related field.

• Strong understanding of machine learning , deep learning and Generative AI
concepts.
Preferred Skills:

• Experience in machine learning techniques such as Regression, Classification,
Predictive modeling, Clustering, Computer vision(yolo),Deep Learning stack,
NLP using python

• Strong knowledge and experience in Generative AI/ LLM based development.

• Strong experience working with key LLM models APIs (e.g. AWS Bedrock OR Azure
Open AI/ OpenAI) and LLM Frameworks (e.g. LangChain OR LlamaIndex OR RAG)

• Experience with cloud infrastructure for AI/Generative AI/ML on AWS, Azure.

• Expertise in building enterprise grade, secure data ingestion pipelines (ETL Gluejob,
Quicksight) for unstructured data – including indexing, search, and advance
retrieval patterns.

• Knowledge of effective text chunking techniques for optimal processing and
indexing of large documents or datasets.

• Proficiency in generating and working with text embeddings with understanding of
embedding spaces and their applications in semantic search and information.
retrieval.

• Experience with RAG concepts and fundamentals (VectorDBs, AWS OpenSearch,
semantic search, etc.), Expertise in implementing RAG systems that combine
knowledge bases with Generative AI models.

• Knowledge of training and fine-tuning Foundation Models (Athropic, Claud , Mistral,
etc.), including multimodal inputs and outputs.

• Proficiency in Python, TypeScript, NodeJS, ReactJS (and equivalent) and
frameworks. (e.g., pandas, NumPy, scikit-learn), Glue crawler, ETL

• Experience with data visualization tools (e.g., Matplotlib, Seaborn, Quicksight).

• Knowledge of deep learning frameworks (e.g., TensorFlow, Keras, PyTorch).

• Experience with version control systems (e.g., Git, CodeCommit).
Good to have Skills

• Knowledge and Experience in building knowledge graphs in production.

• Understanding of multi-agent systems and their applications in complex problem solving scenarios.

Equal Opportunity Employer

Pentair is an Equal Opportunity Employer. With our expanding global presence, cross-cultural insight and competence are essential for our ongoing success. We believe that a diverse workforce contributes different perspectives and creative ideas that enable us to continue to improve every day.

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