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Staff Data Scientist - Generative AI

Staff Data Scientist - Generative AI

Petals CareersPune
30+ days ago
Job description

Job Description :

A master's or doctoral degree in a relevant field such as computer science, statistics, mathematics, or data science is preferred.

A strong academic background with coursework in machine learning, statistical modeling, data mining, and programming is valuable.

Requirements :

  • 7-12 years of practical experience in data science, generative AI, machine learning, and analytics.
  • Experience in relevant domains, such as e-commerce, advertising, or retail, may be advantageous.
  • Minimum 3-4 years of deep, hands-on expertise in NLP, LLMs, and Generative AI.
  • 2+ years of demonstrated experience in leading projects and teams.
  • Advanced Proficiency in Python is essential for data manipulation, statistical analysis, and machine learning model development.

Core Skills :

  • Strong foundation in machine learning, deep learning, and NLP.
  • Hands-on experience with LLMs (GPT, LLaMA, Falcon, Mistral, etc.) and GenAI frameworks (LangChain, Hugging Face, RAG, fine-tuning, LoRA).
  • Proficiency in Python, PyTorch / TensorFlow, SQL, and cloud platforms (GCP / AWS / Azure).
  • Experience with MLOps frameworks (MLflow, Kubeflow, Vertex AI, SageMaker, etc.
  • Strong data engineering skills to build ETL pipelines for large-scale datasets.
  • Statistical rigor : hypothesis testing, power analysis, confidence intervals; regression (GLM / GLMM), time-series; causal inference (propensity scores, DiD, RDD) for business impact.
  • Soft Skills :

  • Strong business acumen and ability to map AI / ML solutions to strategic goals.
  • Excellent communication and stakeholder management skills.
  • Proven track record of mentoring and leading teams, collaborating with cross-functional teams, and communicating effectively with stakeholders
  • (ref : hirist.tech)

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