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Machine Learning Engineer
4 months ago
Location : Chennai
Experience : 5+ years
As a machine learning engineer at Datakulture, you will.
- Implement and deploy machine learning models that drive measurable impact for our clients.
- Partner with stakeholders to propose innovative solutions to existing business problems.
- 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 communities, fostering a culture of learning and experimentation.
Qualifications :
We'd love to hear from you if you :
- Have an advanced degree in Computer Science, Mathematics, or a similar quantitative discipline.
- Are proficient with Python
- Have a broad understanding of data extraction, data manipulation, and feature engineering techniques.
- Are familiar with statistical methodologies.
- Have experience in producing machine learning models.
- Have knowledge of DevOps technologies such as Docker and ML Ops practices and platforms like MLflow.
- Have experience with agile delivery methodologies and CI/CD.
- Have 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.
Our Technology Stack :
- Python and Jupyter Notebooks
- R
- Github
- MLflow
- Azure / Amazon Machine Learning
- Open CV
- Spark / PySpark
