Mechanical Data Scientist

6 days ago

Hyderabad, Telangana, India Hylenr Technologies Private Limited Full time ₹ 15,00,000 - ₹ 25,00,000 per year

Job Title: Mechanical Data Scientist

Location: Hyderabad

Experience: 3–5 Years

Employment Type: Full-time

About the Role:

We are looking for a dynamic and interdisciplinary AI/ML Researcher with a mechanical engineering background to join our R&D team in Hyderabad. In this role, you will apply machine learning and data-driven methods to solve engineering challenges related to mechanical systems, manufacturing processes, predictive maintenance, and system optimization. This is a unique opportunity for someone passionate about bridging the gap between mechanical engineering and artificial intelligence.

Key Responsibilities:


• Develop and implement AI/ML algorithms for mechanical engineering applications such as:

o Predictive maintenance

o Condition monitoring

o Process optimization

o Thermal/fluid/structural system modeling


• Analyze engineering data from sensors, machines, or simulation results to derive insights and build predictive models.


• Use tools like Python, TensorFlow, PyTorch, Scikit-learn, MATLAB for model development and deployment.


• Work with cross-functional teams to integrate AI solutions into mechanical or manufacturing systems.


• Validate models using real-world or experimental datasets and continuously improve model accuracy and reliability.


• Prepare research reports, technical documentation, and support patent or publication initiatives.

Required Qualifications:


• Bachelor's or master's degree in mechanical engineering or Mechatronics, with additional experience or training in AI/ML/Data Science.


• 3–5 years of relevant experience in applying machine learning to mechanical or engineering systems.


• Proficiency in Python, with experience in ML libraries such as TensorFlow, PyTorch, Scikit-learn.


• Familiarity with signal processing, time series analysis, or simulation data (e.g., CFD/FEA outputs).


• Strong understanding of engineering fundamentals in thermal, fluid, vibration, or structural domains.


• Ability to work with large datasets, data preprocessing, and model deployment.

Preferred Qualifications:


• Experience in digital twins, smart manufacturing, or IoT-based condition monitoring.


• Exposure to real-time systems, edge computing, or AI in embedded systems.


• Knowledge of tools like MATLAB/Simulink, Ansys, or SolidWorks in combination with ML models.


• Publications, patents, or conference presentations in AI for mechanical systems.

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