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Talentiser
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Data Scientist (5-8 yrs)
Talentiser
posted 22hr ago
Flexible timing
Key skills for the job
We are seeking an experienced Data Scientist with 5-8 years of hands-on experience in delivering solutions based on AI/ML algorithms. The ideal candidate will have a strong background in data analysis, machine learning, statistical modelling, and deep learning LLMs, RAG, and NLP Cloud services such as AWS. Hands-on experience in delivering customer-facing AI solutions is a must. You will work closely
with cross-functional teams, following Agile methodologies, to build robust and scalable AI-focused solutions for internal business utilization.
Key Responsibilities
- Understand business requirements, perform data analysis/preparation, identify appropriate AI/ML algorithms, train/validate AI/ML models and deploy them for application consumption.
- Implement Python-based APIs for application utilization
- Assist with building automated model training pipelines, deployment process
- Document all phases of the model development process
- Follow Agile development practices, including participation in Scrum ceremonies such as daily stand ups, sprint planning, and retrospectives
- Work closely with stakeholders to gather requirements, provide feedback, and ensure alignment on development goals
Key requirements
- 5-8 years of proven experience as a data scientist
- Extensive experience in Python
- Familiarity with statistical models such as linear/logistic regression, Bayesian models, classification/clustering, time series models
- Experience with deep learning models such as CNNs, RNNs, LSTM, Transformers
- Experience with LLMs, NLP and RAG architecture
- Working experience with Machine learning frameworks such as TensorFlow, PyTorch, Scikit learn
- Experience with ML model pipelines and DevOps tools for automated deployments. Proficient in version control using GitHub, including branching strategies, pull requests, and issue tracking
- Strong knowledge and hands-on experience with Agile development methodologies and working within Scrum teams
- Strong written and verbal communication skills, with the ability to collaborate across cross-functional teams
Functional Areas: Other
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