AI/ML Expert

Joinimagine; Coimbatore District; On-site; INR 1,400,000 - 2,400,000; Full time

Job summary

Bosch Global Software Technologies Private Limited in Coimbatore seeks an Applied AI/ML Engineer to build advanced models that fuse visual and time-series data for automotive applications. You will lead hands-on development from data exploration to training and evaluation, focusing on robust, efficient implementations.

The role emphasizes cutting-edge algorithms, feature engineering, and cross-disciplinary collaboration to deliver impactful predictive models in a vehicle context.

Qualifications

• Bachelor's degree in engineering (B.Tech) or equivalent.
• Strong knowledge of ML/DL algorithms and modelling.
• Experience with CV and time-series data is preferred.

Responsibilities

• Develop and implement advanced ML models for automotive-domain data.
• Perform data analysis and feature engineering on image and time-series data.
• Train, evaluate and optimize models for robustness and accuracy.
• Experiment with CNNs, Transformers, LSTMs and ARIMA-based methods.
• Stay updated with state-of-the-art techniques and apply to real datasets.

Skills

Applied AI/ML

Computer Vision

Time Series

Multi-Modal Modeling

Model Deployment

Education

B.Tech

Tools

CNNs

Transformers

LSTMs

GRUs

ARIMA

Prophet

Job description

Company Description

Bosch Global Software Technologies Private Limited is a 100% owned subsidiary of Robert Bosch GmbH, one of the world's leading global supplier of technology and services, offering end-to-end Engineering, IT and Business Solutions. With over 27,000+ associates, it's the largest software development center of Bosch, outside Germany, indicating that it is the Technology Powerhouse of Bosch in India with a global footprint and presence in the US, Europe and the Asia Pacific region.

Job Description

• We are seeking a talented Applied AI/ML Engineer to develop sophisticated models that leverage both visual and time-series data.
• In this role, you will focus on designing and implementing advanced algorithms to extract meaningful patterns, make accurate predictions, and solve complex analytical challenges.
• Your primary responsibility will be hands-on model development (for deploying in to automotive domain), from data analysis and feature engineering to training and evaluation.
• Key Responsibilities: Advanced Model Development Design, build, and validate machine learning models for a variety of complex tasks, including:
• Computer Vision: Object Detection, Image Segmentation, Facial Analysis, and Classification.
• Time Series Analysis: Forecasting, Anomaly Detection, and Classification of sequential data.
• Multi-Modal Modeling: Fusing visual and temporal data to create more powerful predictive models.
• Algorithm Implementation and train a wide range of models, including Deep Learning architectures (CNNs, Transformers, LSTMs, GRUs) and traditional statistical methods (e.g., ARIMA, Prophet).
• Stay current with state-of-the-art techniques and apply them to our unique datasets.
• Data Analysis & Feature Engineering Conduct in-depth exploratory data analysis to understand data characteristics and identify predictive signals.
• Develop and implement novel feature engineering techniques tailored to both image and time-series data.
• Model Optimization & EvaluationFocus on building computationally efficient models.Rigorously evaluate model performance using appropriate metrics and validation strategies to ensure robustness and accuracy.
• Optimize model architecture and hyperparameters to achieve desired performance targets.

Qualifications

B-Tech

Additional Information

10+