Job Location: Bangalore/Bengaluru
Roles and Responsibilities:
• Requirement gathering from Customer, Business Development and Deployment Teams
• Work on complex and variety of data to solve real-world problems in Manufacturing.
• Designing, Developing, and Delivering predictive, forecasting, optimization, and simulation
models using statistics, Machine Learning, and AI programs
• Research and Design new algorithms, models, and modules (Data Cleaning, Data Quality,
Alert) for Bodhee AI Apps
• Responsible for end-to-end delivery of model starting with requirement analysis, data
exploration, data extraction, feature engineering, model selection, tuning and deployment.
• Present impact, insights, outcomes & recommendations to key business partners and
stakeholders.
• Set-up and enforce coding standards
• Manage delivery of AI Apps
• Set-up and enforce MLOps for all deployments
• Data Modeling
• Prepare test plans and manage Integration Testing
• Manage integration of AI modules with UI and back-end modules in collaboration with Full-
stack Engineering team
• Performance tuning of Queries, DB artifacts, Analytics coding modules
• Manage 4-5 junior Data-scientists, Data Engineers
• Team Management – Process Adherence, Code review, Ongoing Training & Learning
• Documentation – User Guide
• Good understanding of RDBMS (Postgres & TimescaleDB), Microsoft Excel, and experience with
SQL
• Hands-on experience with tools like Python, Spark, Scala, H2O, RapidMiner, TensorFlow, Keras,
pytorch
• Working knowledge of multivariate time series data
• Working experience with Linux systems, Servers, Load balancers
• Docker, Jenkins, Git, Kafka
• Tableau, PowerBI, MS Excel
• Expertise in MLOps
• Data visualization and presentation skills
• Strong analytical and technical capabilities and aptitude
• Highly detail oriented, strong commitment to timely execution of tasks and capability to work
on multiple projects in parallel
• Expertise in Optimization Algorithms, NLP and Reinforcement Learning
• Knowledge of Agile methodology
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