Data scientist- gen ai and ml

3 weeks ago

Nagpur, India Zehn Solutions Full time

Job Title: Data Scientist – Gen AI & Machine LearningExperience Required: 3+ YearsLocation: NagpurAbout the Role:We are seeking a data scientist with around 3 years of experience in applied machine learning, data analytics, and Gen AI solutions. The ideal candidate will have a strong foundation in traditional ML along with hands-on exposure to LLMs (Large Language Models), Retrieval-Augmented Generation (RAG) architectures, and prompt engineering. You’ll work on end-to-end data projects — from data collection and model training to deploying AI-driven applications that enhance decision-making and automation.Key Responsibilities:●      Analyze large datasets to generate actionable business insights.●      Design, train, and optimize ML and Gen AI models for tasks such as text generation, summarization, classification, and recommendation.●      Develop and maintain RAG pipelines, integrating vector databases and retrieval layers to improve model accuracy and contextual awareness.●      Implement and fine-tune LLMs using frameworks like Lang Chain, Llama Index, or Hugging Face Transformers.●      Build data pipelines and automation workflows for scalable model deployment.●      Collaborate with engineering teams to operationalize AI models using cloud services (AWS Sage Maker, Azure ML, GCP Vertex AI).●      Perform exploratory data analysis (EDA), feature engineering, and model evaluation using statistical and ML methods.●      Visualize data and insights through tools like Tableau, Power BI, or Plotly Dash.●      Document experiments, performance metrics, and maintain reproducibility of models.●      Stay updated on the latest developments in Gen AI, LLMs, and applied ML research.Required Skills and Qualifications:●      Bachelor’s or Master’s degree in Computer Science, Statistics, Mathematics, or a related field.●      3+ years of experience as a Data Scientist, ML Engineer, or AI Researcher.●      Strong proficiency in Python (pandas, numpy, scikit-learn, matplotlib, seaborn)●      Solid understanding of machine learning algorithms, model evaluation, and data preprocessing.●      Experience building or fine-tuning LLMs and implementing RAG pipelines.●      Familiarity with Gen AI frameworks (Lang Chain, Llama Index, Open AI API, Hugging Face).●      Experience with SQL and working with large, real-world datasets.●      Exposure to cloud platforms (AWS, Azure, or GCP) and containerization (Docker, Kubernetes).●      Experience with version control (Git) and collaborative workflows.Preferred Qualifications:●      Knowledge of vector databases (Pinecone, FAISS, Weaviate, Chroma DB).●      Experience with MLOps tools (MLflow, DVC, Kubeflow).●      Understanding of prompt engineering and context optimization for LLMs.●      Experience deploying chatbots, Q&A systems, or document intelligence solutions.●      Strong business understanding with the ability to connect AI outcomes to business impact.Soft Skills:●      Excellent analytical and problem-solving skills.●      Strong written and verbal communication for explaining technical concepts to non-technical teams.●      Ability to work independently and in cross-functional teams.●      Curiosity and passion for emerging AI technologies.

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