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Lead Data Scientist
1 month ago
About the Role:
We are seeking a highly skilled and experienced Lead Data Scientist to join our team at selsoft. As a key member of our data science team, you will be responsible for leading the development and implementation of advanced data science models and algorithms to drive business growth and improvement.
Key Responsibilities:
- Predictive modeling and algorithm development
- Working with complex data sets to extract insights and develop actionable recommendations
- Designing and implementing machine learning pipelines and production-ready systems
- Collaborating with cross-functional teams to integrate data science models into business systems
- Defining and executing data strategies to align with business objectives
- Leading a team of data scientists and coordinating with business stakeholders
- Creating and maintaining documentation on data science models and algorithms
- Staying up-to-date with the latest developments in machine learning and data science
- Utilizing deep domain knowledge to understand business needs and translate them into data-driven solutions
- Sharing knowledge and best practices among team members
- Developing natural language processing and text understanding systems
- Troubleshooting and solving issues with data pipelines and machine learning models
- Developing and maintaining APIs for model deployment
Requirements:
- Bachelor's or Master's in Computer Science, Data Science, Statistics, or a related field
- Exceptional understanding of machine learning algorithms and model design processes
- Deep understanding of hyperparameter tuning, model optimization, and debugging techniques
- Proven experience as a Data Science Developer or similar role
- Strong knowledge of Python programming and building APIs
- Proficient in SQL and experience with big data platforms
- Strong mathematical skills for data modeling and analysis
- Expertise in LLMs and RAG pipeline architectures
- Fine/prompt/instruction tuning of LLMs
- Experience with machine learning frameworks and libraries
- Experience with cloud services and distributed data/computing tools
- Knowledge of database systems and familiarity with SQL and NoSQL databases
- Experience with natural language processing techniques and proficiency in using NLP libraries
What We Offer:
We offer a competitive salary and benefits package, as well as opportunities for professional growth and development. If you are a motivated and experienced data scientist looking for a new challenge, please submit your application.