Engineer - Data Science
Pentair
8 - 10 years
Noida
Posted: 1/25/2025
Job Description
Job Description:
Position Title: IOT Engineer II/ Engineer, Data Science
Business Title: Associate Specialist- Data Science
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, 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, Azure Open AI/ OpenAI) and LLM Frameworks (e.g. LangChain, LlamaIndex).
- Experience with cloud infrastructure for AI/Generative AI/ML on AWS, Azure.
- Expertise in building enterprise grade, secure data ingestion pipelines 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.
** Designation/Titles(Local) are given as per relevant work experience.
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.
About Company
Pentair is a global diversified industrial company, headquartered in Minneapolis, Minnesota. It specializes in providing water treatment solutions, as well as industrial equipment and systems for the residential, commercial, and industrial sectors. Founded in 1966, Pentair offers products and services that focus on water filtration, water treatment, pool and spa equipment, and fluid and air handling. The company is known for its sustainable technologies, focusing on water conservation, energy efficiency, and improving water quality. Pentair’s solutions are used in a variety of industries, including agriculture, food and beverage, healthcare, and construction, and it operates globally to address critical water-related challenges.
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