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Machine Learning Engineer
1 month ago
Job Description :
- Help identify opportunities to solve complex challenges and deliver tangible business benefit through Analytics, AI/Machine Learning solutions and skillsets.
- Apply advanced Data Science methods, extensive prototyping and experimentation methodologies in the following disciplines: Data, AI: Machine Learning.
- Work closely and collaboratively with other functions within BI & Analytics in order to assess the scalability of analytical opportunities and further development into production-level solutions.
- Running research experiments both in NLP & computer vision (for remote sensing based applications)
Experience & Skills :
- Proficiency with python and the python ML tool kit along with DL frameworks
- Experience with working on end to end solutions and comfortable with cloud based ML-Ops pipelines
- Experience fine-tuning deep learning models including LLMs
- Experience with GPUs and understanding of balancing costs at both training and inference
- Comfortable in deploying end to end data science focused solutions with challenging data sets
- Proficiency/experience with ML deployment strategies, micro services and infrastructure
- ML-OPS experience with setting up CI/CD pipelines, feature engineering etls, designing feature stores and understanding mechanisms of deployment across various environments
- Experience in translating ML based outcomes to business-digestible insights
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