AI Engineer

Company Description

Bosch Global Software Technologies Private Limited is a wholly owned subsidiary of Robert Bosch GmbH, a leading worldwide supplier of technology and services, providing comprehensive Engineering, IT, and Business Solutions. With over 22,700 associates, it is Bosch's largest software development center outside of Germany, signifying its role as Bosch's tech powerhouse in India with a global reach and presence in the US, Europe, and the Asia Pacific region.

Job Description

Duties:

• Recognize business or study issues that can be resolved with AI/ML solutions and suggest effective strategies.
• Collect, cleanse, and preprocess data from multiple sources to prepare it for analysis.
• Construct, train, and fine-tune machine learning models and algorithms, which includes selecting suitable techniques like supervised learning, unsupervised learning, or reinforcement learning.
• Evaluate model performance using metrics such as accuracy, precision, recall, F1 score, and area under the ROC curve. Keep improving the model development to achieve intended results.
• Apply AI/ML models in production environments, which could involve integration with software applications.
• Act as a single point of contact for technical questions for the assigned product-line.
• Provide guidance and mentorship to the team.

Profile:Required Skills

• Proficiency in Python.
• Understanding of frameworks like TensorFlow, PyTorch, scikit-learn, or Keras.
• Experience with data manipulation and analysis using libraries such as Pandas and NumPy.
• Familiarity with deep learning techniques, neural networks, and frameworks like TensorFlow or PyTorch for deep learning.
• Understanding of various metrics and techniques for model evaluation and validation.
• Awareness of cloud platforms such as AWS, Azure, or Google Cloud, and knowledge of DevOps practices for model deployment and management.

Additional Skills

• Knowledge of the automotive domain and embedded systems.

Qualifications

B.E/B.Tech.