Job Location: Bangalore/Bengaluru
Roles and Responsibilities
- Take ownership of model building, deployment under the guidance of Tech lead/Architect.
- Develop unit, Integration & System test cases/Scripts.
- Understand working of equipment under field usage conditions.
- Evaluate available data sources, clean-up and analysis on large data sets.
- Develop analytics-based algorithms for predicting component health or failures.
- Develop and maintain a working knowledge of diesel locomotives and its subsystems to ensure data integrity and design relevant solutions.
- Pre-processing of existing datasets.
- Research, develop and implement end to end Machine Learning and timeseries analytics solutions for batch and streaming applications.
- Draw inferences and conclusions, identify trends & anomalies from available data (and create dashboards and visualizations of processed data – optional)
- Translate analytical insights into actionable recommendations.
- Collaborate and work closely with required teams to ensure business functionality is delivered on time.
- Demonstrate expert skills in core data structures and algorithms and implements them using language of choice.
- Implementing code that meets standards and delivers desired functionality using the technology selected for the project.
Desired Candidate Profile
- 6+ Programming Knowledge in Python, C++
- 5+ years hands-on experience with ML Algorithms, Deep learning Algorithms, Transfer Learning, OpenCV.
- 2+ experience in image analytics methods like classification, Object detection & image segmentation and Image Analytics algorithms (Like Yolo, RCNN).
- Working knowledge on data pipeline Image acquisition & tagging, MVA, Aggregation & translation, and Data visualization
- Predictive Modelling & Analytics and Time Series Analysis
- Working experience with databases and management SQL..,
- Knowledge of statistical techniques and probability.
- Knowledge of MVA scoping, development, testing, integration, and deployment
- Performance monitoring for deployed ML algorithms.
- Experience working in any one of the cloud environments (AWS, Azure, GCP) and data processing.
Perks and Benefits
Submit CV To All Data Science Job Consultants Across Bharat For Free
