AI/ML Engineer

6 days ago

Pune, Maharashtra, India Vijay Sales Full time

About Vijay Sales
Vijay Sales is one of India's leading electronics retail brands with 160+ stores nationwide and a fast-growing digital presence. We are on a mission to build the most advanced data-driven retail intelligence ecosystem—using AI, predictive analytics, LLMs, and real-time automation to transform customer experience, supply chain, and omnichannel operations.

Role Overview
We are looking for a highly capable
AI Engineer
who is passionate about building production-grade AI systems, designing scalable ML architecture, and working with cutting-edge AI/ML tools. This role involves hands-on work with
Databricks
,
SQL
,
PySpark
, modern
LLM/GenAI frameworks
, and full lifecycle ML system design.

Key Responsibilities
Machine Learning & AI Development

  • Build, train, and optimize ML models for forecasting, recommendation, personalization, churn prediction, inventory optimization, anomaly detection, and pricing intelligence.
  • Develop GenAI solutions using modern LLM frameworks (e.g., LangChain, LlamaIndex, HuggingFace Transformers).
  • Explore and implement RAG (Retrieval Augmented Generation) pipelines for product search, customer assistance, and support automation.
  • Fine-tune LLMs on company-specific product and sales datasets (using QLoRA, PEFT, and Transformers).
  • Develop scalable feature engineering pipelines leveraging Delta Lake and Databricks Feature Store.

Databricks / Data Engineering

  • Build end-to-end ML workflows on Databricks using PySpark, MLflow, Unity Catalog, Delta Live Tables.
  • Optimize Databricks clusters for cost, speed, and stability.
  • Maintain reusable notebooks and parameterized pipelines for model ingestion, validation, and deployment.
  • Use MLflow for tracking experiments, model registry, and lifecycle management.

Data Handling & SQL

  • Write advanced SQL for multi-source data exploration, aggregation, and anomaly detection.
  • Work on large, complex datasets from ERP, POS, CRM, Website, and Supply Chain systems.
  • Automate ingestion of streaming and batch data into Databricks pipelines.

Deployment & MLOps

  • Deploy ML models using REST APIs, Databricks Model Serving, Docker, or cloud-native endpoints.
  • Build CI/CD pipelines for ML using GitHub Actions, Azure DevOps, or Databricks Workflows.
  • Implement model monitoring for drift, accuracy decay, and real-time alerts.
  • Maintain GPU/CPU environments for training workflows.

Must-Have Technical Skills
Core AI/ML

  • Strong fundamentals in machine learning: regression, classification, time-series forecasting, clustering.
  • Experience in deep learning using PyTorch or TensorFlow/Keras.
  • Expertise in LLMs, embeddings, vector databases, and GenAI architecture.
  • Hands-on experience with HuggingFace, embedding models, and RAG.

Databricks & Big Data

  • Hands-on experience with Databricks (PySpark, SQL, Delta Lake, MLflow, Feature Store).
  • Strong understanding of Spark execution, partitioning, and optimization.

Programming

  • Strong proficiency in Python.
  • Experience writing high-performance SQL with window functions, CTEs, and analytical queries.
  • Knowledge of Git, CI/CD, REST APIs, and Docker.

MLOps & Production Engineering

  • Experience deploying models to production and monitoring them.
  • Familiarity with tools like MLflow, Weights & Biases, or SageMaker equivalents.
  • Experience in building automated training pipelines and handling model drift/feedback loops.

Preferred Domain Experience

  • Retail/e-commerce analytics
  • Demand forecasting
  • Inventory optimization
  • Customer segmentation & personalization
  • Price elasticity and competitive pricing

Skills:- Python, Artificial Intelligence (AI), Generative AI, databricks and Data Visualization

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