Machine Learning Specialist
2 weeks ago
At sedin technogogies, we're seeking a skilled Machine Learning Specialist to join our team. As a key member of our data science team, you will be responsible for designing, developing, and deploying machine learning models that drive business value for our clients.
Key Responsibilities
- Design and develop machine learning models that meet business requirements
- Collaborate with stakeholders to understand business needs and propose innovative solutions
- Own the full end-to-end machine learning delivery lifecycle, including data exploration, feature engineering, model selection and tuning, offline and online evaluation, deployment, and maintenance
- Create tools, frameworks, and libraries that accelerate the delivery of our ML products and improve our workflows
- Actively participate in our AI and ML community, fostering a culture of learning and experimentation
Qualifications
- Advanced degree in Computer Science, Mathematics, or a similar quantitative discipline
- Proficient with Python
- Broad understanding of data extraction, data manipulation, and feature engineering techniques
- Familiar with statistical methodologies
- Experience in productionizing machine learning models
- Knowledge of DevOps technologies such as Docker and ML Ops practices and platforms like MLflow
- Experience with agile delivery methodologies and CI/CD
- Strong communication skills
Nice to Have
- Understanding of NLP algorithms and techniques
- Experience with Large Language Models (fine-tuning, RAG, agents), using Open AI APIs
- Experience with cloud infrastructure
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