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Data Scientist - AI / ML Solutions

Data Scientist - AI / ML Solutions

Magna HireBangalore
5 days ago
Job description

Job Description :

The Data Scientist will lead the design, deployment, and lifecycle management of AI initiatives, translating business needs into scalable data-driven solutions.

The role ensures data quality, optimized workflows, and measurable business impact through structured execution and continuous improvement.

In addition to delivering high-performance models, the position involves collaborating with stakeholders, aligning AI solutions with strategic objectives, and mentoring junior team members.

The role also drives long-term adoption through reusable frameworks and successful Build-Operate-Transfer (BOT) of AI Apply advanced ML techniques (ANN, XGBoost, Deep Learning, etc.) to solve complex business problems.

  • Use state-of-the-art AI frameworks to improve accuracy, efficiency, and scalability.
  • Optimize models via feature engineering, hyperparameter tuning, and algorithm selection.
  • Manage the full AI lifecycle : data preparation, model building, deployment, and monitoring.
  • Collaborate with engineering teams for seamless production integration.
  • Leverage project management tools (e.g., JIRA) for structured execution.
  • Maintain robust frameworks for model versioning, documentation, and reproducibility.
  • Drive systematic experimentation to refine models and close performance gaps.
  • Conduct A / B testing, error analysis, and post-deployment monitoring.
  • Establish strong feedback loops between AI performance and business KPIs.
  • Encourage innovation by exploring and testing new algorithms.
  • Enforce coding, documentation, and version control best practices.
  • Stay updated with emerging AI / ML methodologies and translate them into adoption strategies.
  • Mentor junior data scientists and foster technical excellence across the team.
  • Ensure seamless integration of AI into business workflows.
  • Lead discussions with stakeholders to align AI with operational goals.
  • Standardize communication for clarity, accountability, and alignment across teams.
  • Standardize and scale AI solutions for deployment across business functions.
  • Develop reusable AI frameworks to reduce redundancy and improve efficiency.
  • Document and share learnings to promote knowledge transfer.

Requirements :

  • 4 - 7 years in data science with a proven track record of building and deploying AI / ML solutions.
  • Advanced knowledge of ML techniques : regression, classification, time series, optimization, anomaly detection.
  • Proficiency in Python, PySpark, and ML frameworks (Scikit-learn, TensorFlow, PyTorch).
  • Hands-on experience with cloud & MLOps (Azure ML, Databricks, MLFlow).
  • Strong SQL and data visualization skills (Tableau, Power BI).
  • Familiarity with IoT, ERP, and sensor data is a plus.
  • Soft Skills :

  • Strong communication and storytelling skills for business impact.
  • Solution-oriented mindset with adaptability to dynamic challenges.
  • Collaborative approach and ability to influence stakeholders.
  • Growth mindset with passion for applying data to solve real-world problems.
  • Preferred Skills :

  • Insurance analytics (underwriting, fraud detection).
  • Customer engagement and retention strategies.
  • Experience managing cross-functional stakeholders
  • (ref : hirist.tech)

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