Feedback

×

Data scientist

Urgent

Aligned Automation

  • 5-7 years

  • Pune , Maharashtra, India, Maharashtra, India

  • Full Time
  • Work from office

Job Information

Date Posted

2 months ago

No. of Vacancies

5

Location

Pune , Maharashtra, India, Maharashtra, India

Experience

5-7 years

Job Description

Key Responsibilities:

  • Build, train, and validate machine learning models for prediction, classification, and clustering to support NBA use cases.
  • Conduct exploratory data analysis (EDA) on both structured and unstructured data to extract actionable insights and identify behavioral drivers.
  • Design and deploy A/B testing frameworks and build pipelines for model evaluation and continuous monitoring.
  • Develop vectorization and embedding pipelines using models like Word2Vec, BERT, to enable semantic understanding and similarity search.
  • Implement Retrieval-Augmented Generation (RAG) workflows to enrich recommendations by integrating internal and external knowledge bases.
  • Collaborate with cross-functional teams (engineering, product, marketing) to deliver data-driven Next Best Action strategies.
  • Present findings and recommendations clearly to technical and non-technical stakeholders.

Required Skills & Experience:

  • Strong programming skills in Python, including libraries like pandas, NumPy, and scikit-learn.
  • Practical experience with text vectorization and embedding generation (Word2Vec, BERT, SBERT, etc.).
  • Proficiency in Prompt Engineering and hands-on experience in building RAG pipelines using LangChain, Haystack, or custom frameworks.
  • Familiarity with vector databases (e.g., PostgreSQL with pgvector, FAISS, Pinecone, Weaviate).
  • Expertise in Natural Language Processing (NLP) tasks such as NER, text classification, and topic modeling.
  • Sound understanding of supervised learning, recommendation systems, and classification algorithms.
  • Exposure to cloud platforms (AWS, GCP, Azure) and containerization tools (Docker, Kubernetes) is a plus.

Experience – 5+ years

Job Information

Date Posted

2 months ago

No. of Vacancies

5

Location

Pune , Maharashtra, India, Maharashtra, India

Experience

5-7 years

About the Company

At Aligned Automation, we live by our "Better Together" philosophy to build a better world. As a strategic service provider to Fortune 500 companies, we help digitize enterprise operations and drive impactful business strategies. Our purpose goes beyond projects—we strive to deliver meaningful, sustainable change that shapes a more optimistic and equitable future. Our culture is deeply rooted in our 4Cs—Care, Courage, Curiosity, and Collaboration—ensuring that each employee is empowered to grow, innovate, and thrive in an inclusive workplace.