Mindreamers | Hiring | AI/ ML Engineer | Bangalore/Bengaluru | BigDataKB.com | 2022-09-29

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Job Location: Bangalore/Bengaluru

• As and AI Specialist, you will be responsible for designing, developing, enhancing, and implementing AI and Deep Learning solutions to meet the needs of our Digital Transformation solutions
• You will be responsible for all the processes from data collection, cleaning, preprocessing, developing AI/ML, DL models, to training models, creating pipelines, workflows and deploying them to production
• Take active part in the development of Industry 4.0 – Predictive Maintenance Platform and liaise with stakeholders to analyze business problems, clarify requirements, and define the scope of the resolution needed
• Create and explore Machine Learning/Deep Learning models for fault detection and fault prevention mechanisms of industrial assets with novel approaches such as physics informed machine learning
• Discover, design, and develop analytical methods to support advanced data generation and processing approaches like hybrid modeling techniques
• You’ll be working with complex systems, requiring you to have a high level of concentration and attention to detail.
Work with other development teams and product managers to ideate software solutions
• 5+ years of experience in Python Programming with Machine Learning or Deep Learning background
• Exceptional skills in physics, mathematics, probability, statistics, and algorithms
• Ability to write robust code in Python
• Proficiency of frameworks such as SciPy, Pandas, NumPy, TensorFlow (or similar like PyTorch), scikit-learn, matplotlib/plotly/seaborn
• Expertise in visualizing and manipulating big datasets
• Ability to connect engineering to data science
• Experience/ Understanding of physics informed and first-principle based AI
• Experience in Multi-thread Python processing
• Ability/ Experience in picking the right hardware resources, standalone devices to deploy AI/ ML/ DL models with the required performance
• Experience in Hyper-parameters optimization techniques (for example optuna)
• Knowledge of the following technologies: Linux, Docker, Git/GitHub, Cloud services (especially related to AI, such as Azure Machine Learning, ASW SageMaker)
• Excellent communication skills in English
• Ability to work in a team
• Experience in working with sequential/ time series data would be a plus
• Experience in creating data pipelines (Azure) would be a plus
Additional Information
Good to have skiils
Experience with Tableau, SQL, and other data science programming languages
Experience in Cloud ML Platforms – Azure ML, AWS Kinesis and GCP Vertex AI
Data frameworks – Hadoop

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