FAANG
- FAANG Companies have no shortage of data, more data and really loads of streaming, insights, all types of clicks
- Model complexity and large scale training deployment are your challenges
Domain (Automotive / Retail)
- Companies adopting Data Models
- Companies aiming for DBT
- The challenges in Data Science where you are ahead of data collection, data maturity is different
- Data Collection, Engaging and Selling Data Science usecase becomes elementary
- Mid to small scale models deployed based on business needs
Learning at both places is different. Challenges are different.
You can specialize in multiple areas
- NLP
- Vision
- Recommendations
- Forecasting
- Anamoly Detection
Business knowledge + Feature knowledge + Impact + Selling + Building + Deploying is a never-ending learning curve :)
Keep Thinking!!!
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