Job Location: Pune
Roles and Responsibilities
- 5+years of experience in data science
- Well versed with Google Cloud and GCP Machine Learning capabilities and offerings
- Experience working with and creating machine learning / AI models end to end
Proven experience using GCP Cognitive Services leveraging different type of data sources
- Dialogflow
- Vision, TTS, STT, NLP, Video intelligence APIs
- Document AI
- AI Platform
- Experience in leveraging GCP Cloud Function/API Gateways services for AI/ML model consumption and inferences
- Experience in leveraging GCP services (storage, compute, data stores, etc.) for solution design
- Good to have knowledge on MLOPs / CI/CD using GCP / External tools
- Knowledge of a variety of machine learning techniques (Supervised/unsupervised etc.) (clustering, decision tree learning, artificial neural networks, etc.) and
their real-world advantages/drawbacks
- Ability to do effective EDA (Exploratory data analysis) leveraging various techniques and able to articulate the data understanding
- Excellent written and verbal communication skills for coordinating across teams.
- A drive to learn and master new technologies and techniques.
Job Responsibilities:
- Understand the business objective, problem statement
- Define the datasets required for the model. Mine and analyze data, Assess the effectiveness and accuracy of data sources and data gathering techniques
- Develop custom or advise usage of GCP Cognitive services built in models and algorithms to apply to data sets
- Understand and able to implement GCP AI services and integrated architecture for specific customer use cases
- Develop A/B testing framework and test model quality
- Contribute towards designing/implementing solution assets/accelerators leveraging GCP AI/ML offerings
Desired Candidate Profile
Perks and Benefits
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