Data Science
1 day ago
Requirements
- 7+ years of experience in data science or machine learning roles
- Proven ability to oversee a team of senior, junior data scientists, and interns
- Experience in planning and prioritizing projects aligned with business goals
- Strong mentorship skills to guide and upskill team members on new techniques and solutions
- Ability to manage team workload and ensure efficient delivery
- End-to-end experience designing ML systems, from data gathering to deployment
- Deep involvement in machine learning research and implementation of academic papers
- Experience with generative AI and large language models
- Proficient in applying machine learning and deep learning techniques to complex problems
- Strong project management and leadership capabilities
- Comfortable with client interactions and delivering high-level presentations
- Solid understanding of statistics and probability
- Expert-level Python programming and object-oriented design skills
- Strong grasp of data structures and algorithms
- Hands-on experience with ML/DL libraries like Scikit-learn, Keras, TensorFlow, PyTorch
- Expertise in ML algorithms including Logistic/Linear Regression, Gradient Descent, Decision Trees, and SVM
- Strong experience with Transformer-based architectures and LLMs
- Ability to read, interpret, and implement advanced ML research papers
- Skilled in building LLM applications using frameworks such as LangChain and LlamaIndex
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