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Principal Data Scientist AI / ML
14-16 years
Hyderabad / Secunderabad
1 vacancy
Principal Data Scientist AI / ML
Medtronic
posted 4mon ago
Job Role Insights
Flexible timing
Key skills for the job
Job Description
- Champion the entire ML lifecycle, from data exploration and feature engineering to model selection, training, evaluation, deployment, and maintenance.
- Collaborate with data scientists, engineers, and product managers to understand business needs and translate them into effective ML solutions.
- Actively participate in defining data requirements, ensuring clarity and feasibility with a focus on machine learning implementation.
- Design, develop, and implement machine learning models using various algorithms (supervised, unsupervised, deep learning) and frameworks (scikit-learn, TensorFlow, PyTorch).
- Lead the process of data preparation, cleaning, and transformation to ensure high-quality training data for models.
- Fine-tune and optimize model performance through hyperparameter tuning and other techniques.
- Evaluate model effectiveness using rigorous metrics and ensure interpretability and explainability of results.
- Lead the deployment of ML models into production environments and monitor their performance over time.
- Lead design reviews, model development, providing technical insights and best practices.
- Stay up-to-date on the latest advancements in ML research and best practices.
- Mentor and guide junior machine learning engineers within the team.
Required Knowledge and Experience:
- Bachelors / Master s of Engineering in Computer Science, Statistics, Mathematics, or a related technical field.
- 14+ years of total experience in software industry, preferably working with data analytics.
- 8+ years of in-depth experience in building and maintaining large-scale, enterprise-grade machine learning / AI models.
- Strong understanding of the entire machine learning lifecycle, from data exploration to production.
- Proficiency with one or more of the following programming languages: Python, R, SQL.
- Proficiency in tools such as Jupyter, Git, and cloud-based ML services.
- In-depth knowledge of various machine learning algorithms (supervised, unsupervised, deep learning) and their applications.
- Expertise in machine learning frameworks like scikit-learn, TensorFlow, or PyTorch for model development and training.
- Experience working with text and/or image data for machine learning tasks (Natural Language Processing, Computer Vision).
- Hands-on experience with data visualization tools such as Tableau or PowerBI.
- Excellent problem-solving and analytical skills with a passion for innovation.
- Strong communication, collaboration, and leadership skills to effectively lead and influence cross-functional teams.
- Experience with cloud platforms (AWS, Azure, GCP) for machine learning deployments.
- Experience with MLOps practices for automating and managing the ML lifecycle.
- Experience with explainable AI (XAI) techniques for interpreting model behavior.
- Strong software engineering skills (Python) and experience with building production-grade pipelines.
Employment Type: Full Time, Permanent
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Flexible timing
Monday to Friday
Within country
Day Shift
Medtronic Benefits
Health Insurance 
Job Training 
Work From Home 
Soft Skill Training 
Free Transport 
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Medtronic Hyderabad / Secunderabad Office Location
Hyderabad Office
G-1, Ground Floor, Shop No.8-2-248A, Maharishi House, Rd Number 3, VST Colony, Banjara Hills, Hyderabad, Telangana
Hyderabad
500034
500034
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