Machine Learning Engineer|Mumbai|3+Yrs
- FYND (Shopsense Retail Technologies Ltd.)
- India, M...
- 3 - 6 Yrs
Job Description
- Efficient in Python Programming language, Pandas, SQL
- Having knowledge of Statistics, Machine Learning - Regression, Classification and Clustering, Deep Learning - RNN, CNN, Transformers
- Experience working with End to End Machine Learning project Life cycle
- Experience working over one of the ML Frameworks - SKLearn, XGBoost, PyCaret and Deep Learning Frameworks - Tensorflow, PyTorch, Huggingface and Rasa
- Experience working over ML pipelines frameworks for Model training and Model inferencing
- Able to work over data profiling to understand and debug inefficiency of algorithms
- Able to perform exploratory data analysis over datasets to identify the key insights by statistical techniques
- Prior experience of building Recommender System and Search for eCommerce domain would be a plus
Job Responsibilities
- Work with the team of Business stakeholders and Engineering teams
- Guide Data Engineering team to extract relevant datasets and apply relevant transformations for eCommerce problem statements
- Work independently to perform Data profiling, Exploratory Data Analysis and Data completeness checks to use it well with AI/ML algorithms
- Work with project stack holders to understand the business problems and apply feature engineering to prepare the relevant data signals for model training and model improvement
- Experimenting with SOTA models on various problem statements with LLM models like LLaMa, Falcon, MPT, etc. and following the best practices on fine-tuning & model quantization process
- Implement robust AI/ML pipeline with GCP’s Vertex platform which can perform operations like - Data Cleaning, Data Transformation, Feature Engineering, Model Training at scale, Evaluate and Improvement
- Deploy the AI/ML models to scalable production system with Kubernetes platform
- Monitor and improve the models periodically
Location
Mumbai, Maharashtra, India