Location
Bangalore | India
Job description
Responsibilities
- Performing all technical development for assigned applications including architecture, design, developing prototypes, writing new code and APIs, and performing unit testing and assembly testing of developed software.
- 50-70% of the time spent on coding and/or hands on technical implementation of re-usable ML solutions.
- Build and automate our AI/ML pipelines and workstreams from data analysis, experimentation, model training, model evaluation, deployment, operationalization, and tuning to visualization.
- Research new algorithms to tailor solutions to insurance world.
- Identify new use cases and come with PoC.
- Assess the AI/ML solution/use-cases provided by partner companies and help adoption.
- Aware of market trends and new technologies and benefit analysis of the same
- Implement various use-cases using ML from identifying the algorithm, implementation, data set training and deployment. Build a feedback mechanism for re-training the model.
- Deployment of machine/deep learning modules
- Training and testing deep learning models at scale.
Skills and Qualifications Requirements
- Hands on experience in AI/ML
- Must possess R&D skills to look for new solutions.
- Should know how to build AI models for un-structured data sets like Videos, Photos, Voice, Speech, etc.
- Experience in building Microservices using python.
- Strong experience in building applications using AWS managed services like SQS, Lambda, Elb, etc.
- Strong experience in building distributed and scalable backend services.
- Experience in writing scalable code using python programming language (OOPS concept)
- Self-starter to research new algos and their PoC.
- Skills: Python, OpenCV, Keras/PyTorch/Tensorflow, ML/DL, CV (Image Classification, Object Detection), Image Processing, rest API.
- Deep knowledge of basic AI algorithms like LSTM, Object Classification, Object Detection, Pattern Recognition, RNN, CNN, etc.
- Great communication skills
- Bachelor's degree in computer science, Computer Engineering, etc.
- 4-5 years of relevant engineering experience
Job tags
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