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Artificial Intelligence Lead - Data Modeling

Artificial Intelligence Lead - Data Modeling

Sampoorna Consultants Pvt. LtdPune
17 hours ago
Job description

Description : AI Lead

Location : Pune, India

Experience : 6 to 7 YOE

Department : AI / ML, Engineering

Role Overview

We are seeking a highly skilled and motivated AI Lead with 68 years of experience to drive the design, development, and delivery of cutting-edge AI solutions in the agricultural technology domain. The ideal candidate will be hands-on with coding, passionate about building scalable AI systems, and capable of standardizing ML pipelines and practices across the organization. You will play a pivotal role in shaping our AI product roadmap, ensuring quality, reliability, and innovation in every model we build.

Key Responsibilities

AI Product Leadership :

  • Lead the design, development, and deployment of AI / ML models powering core AgroTech solutions such as crop analytics, farm intelligence, environmental risk scoring, and geospatial predictions.

Pipeline & Standards Development :

  • Define and standardize the AI / ML lifecycle - from data ingestion, preprocessing, model training, validation, and deployment to monitoring and retraining.
  • Hands-on Development :

  • Write clean, modular, and efficient code for data processing, model development, and productionization using modern frameworks and tools.
  • Data Strategy & Quality :

  • Work closely with Data Engineering and GIS teams to ensure data integrity, quality, and readiness for machine learning applications.
  • Model Optimization & Evaluation :

  • Establish model performance metrics, continuous evaluation pipelines, and processes for explainability, fairness, and Collaboration :
  • Partner with product managers, agronomists, and software engineers to translate domain problems into AI-driven solutions.
  • Technical Mentorship :

  • Guide and mentor a small team of data scientists and ML engineers, fostering a culture of innovation, experimentation, and high-quality delivery.
  • Research & Innovation :

  • Stay updated with the latest trends in AI / ML, remote sensing, and AgriTech, evaluating new methods for potential integration into our ecosystem.
  • Required Qualifications

    Education : Bachelors or Masters degree in Computer Science, Artificial Intelligence, Data Science, or related field.

    Experience : 67 years of proven experience in AI / ML model development and deployment, with at least 2 years in a lead or senior individual contributor role.

    Technical Skills :

  • Strong proficiency in Python and AI / ML frameworks (TensorFlow, PyTorch, Scikit-learn).
  • Experience with data engineering and MLOps tools (Airflow, MLflow, Kubeflow, or similar).
  • Hands-on experience with cloud platforms (AWS, GCP, Azure) and containerization (Docker, Kubernetes).
  • Strong understanding of data pipelines, feature engineering, and model optimization.
  • Familiarity with remote sensing / geospatial data (e.g., satellite imagery, raster / vector data) is a strong plus.
  • Soft Skills :

  • Strong analytical and problem-solving mindset.
  • Excellent communication skills and ability to collaborate with multi-disciplinary teams.
  • Proactive, ownership-driven, and capable of working in a startup Qualifications
  • Experience in AgriTech, ClimateTech, or Environmental AI domains.
  • Exposure to computer vision, remote sensing analytics, or time-series modeling.
  • Prior experience in setting up AI standards or frameworks within a startup or product organization.
  • (ref : hirist.tech)

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