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3 days ago
The role of a Senior Manager Analytics involves overseeing the development and implementation of advanced analytics solutions.
The responsibilities include managing a team of data scientists and engineers to design, build, and deploy machine learning models that drive business growth.
A successful candidate will have 8+ years of experience in ML/DL with a strong technical background, focusing on production projects rather than capstone or internet-based projects.
- Proven experience in ML/AI development, particularly in ML, with a strong understanding of NLP, deep learning, and neural networks.
- Familiarity with NLP libraries such as NLTK, SpaCy, and Huggingface transformers.
- Working knowledge of Generative AI models and their architectures.
- Familiarity with at least one of the two cloud platforms - Azure or AWS.
- Proficiency in exposing solutions as API endpoints using ASGI frameworks such as FastAPI.
- Experience with development tools such as Git and version control.
- Experience deploying solutions using Docker and Kubernetes.
- Familiarity with MLOps tools like Dagster, Airflow, MLFlow, etc., to build orchestration pipelines and enable model versioning and tracking.
- Familiarity with data structures, algorithms, and core software engineering principles.
- Strong problem-solving skills and ability to work independently and in a team environment.
- Good communication skills with ability to present complex technical concepts to non-technical stakeholders.
- Robust knowledge of statistics, data mining, and hypothesis testing, along with sound understanding of visualization.
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Senior Business Intelligence Developer
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