
Artificial Intelligence Specialist
3 days ago
Data Science Leader - Artificial Intelligence Specialist
OverviewAs a seasoned Data Science Manager, you will lead a team of data engineers, analysts, and scientists to drive business outcomes through data-driven insights. Your expertise in Artificial Intelligence will be instrumental in developing and optimizing data pipelines to ingest data effectively and assure the quality of data.
Key Responsibilities:- Lead project planning and execution, ensuring timely delivery of milestones and deliverables.
- Coordinate with stakeholders to understand business requirements and gather relevant data artifacts.
- Develop and optimize data pipelines to ingest data effectively and assure the quality of data.
- Carry out exploratory data analysis, feature engineering, and define performance metrics prior to running machine learning or deep learning algorithms.
- Research existing solutions before building new models and create optimized data models to query relevant data efficiently.
- Run machine learning or deep learning algorithms for business goal-seeking and optimize and validate these models to scale.
- Document project artifacts, log failures and exceptions, and measure the impact of data science projects on business metrics.
- Master's degree in a quantitative field (computer science, statistics, applied mathematics, machine learning, or related discipline).
- Strong programming skills in Python, including knowledge of numerical, data analysis, and AI frameworks such as NumPy, Pandas, Scikit-learn, etc.
- Experience with large language models and familiarity with their evolution history, training data creation, and fine-tuning.
- Ability to interpret research papers and architecture diagrams of language models.
- Comfortable working with LORA, RAG, Instruct fine-tuning, Quantization, and predictive modeling techniques in Python.
- Excellent verbal and written communication skills.
- Ability to work in a dynamic, fast-paced environment with multiple ongoing projects.
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