Data Scientist
Kolkata, West Bengal, India
Adani Group
A leading integrated business conglomerate enriching lives, creating sustainable value and empowering India through #GrowthWithGoodness.- Analyze large amounts of data to identify trends & patterns to generate insights
- Design & implement experiments to test multiple Hypotheses to solving specific problems that bottleneck processes or impede decision-making
- Develop predictive models to identify trends & patterns, forecast outcomes
- Build AI/ML models to optimize decision-making
- Evaluate performance of AI/ML models
- Synthetic/test data generation, as required
- Create Data Visualizations and Dashboards to communicate insights & recommendations
- Explore application of new & emergent technologies such as Generative AI & LLMs
- Collaborate with internal stakeholders & Technology teams to productize innovative ideas that have the potential to drive assurance, enhance experience or improve productivity & process efficiency
- Master’s/bachelor’s degree in engineering/management from premier institutes
- Professional certification in Advanced Analytics
- 3+ years of experience in data science and analytics
- Strong analytical & problem-solving skills with the ability to think critically & creatively about complex business problems
- Expertise in data analysis, modelling, data mining & visualization
- Proficiency in statistical analysis & advanced ML modelling techniques including prediction, optimization and forecasting
- Good understanding of machine learning techniques such as regression analysis, machine learning techniques (Decision Trees, Naïve Bayes, SVM, K-NN), Boosting & Bagging, Stacking
- Expertise in data visualization & reporting tools such as Power BI
- Strong Programming skills in languages such as Python, PySpark, Scala and query language like SQL
- Good understanding of MLOps using MLflow, Kubeflow
- Strong background in Deep Learning, Neural Networks (RNN/CNN/LSTM), transfer learning, training dense layers
- Experience in implementing different deep learning architecture through frameworks like TF, Keras, PyTorch, Caffe, MXNet using GPU/TPU
- Knowledge of deploying ML inference code
- Good understanding of cloud AI/ML platforms of GCP & Azure like Vertex AI, ML Studio, AI Foundry
- Excellent communication skills, with the ability to clearly & persuasively communicate complex data insights to non-technical audiences
- Ability to work independently & collaboratively and to manage multiple projects & priorities simultaneously
- Strong communication skills
- High level of collaboration & stakeholder management
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Architecture Azure Caffe Data analysis Data Mining Data visualization Deep Learning Engineering GCP Generative AI GPU Keras Kubeflow LLMs LSTM Machine Learning MLFlow ML models MLOps MXNet Power BI PySpark Python PyTorch RNN Scala SQL Statistics Vertex AI
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