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Data Scientist
1 week ago
votre rôle:
- Manage and deliver all assigned projects as per agreed time frame, allocated budget, resource and quality criteria.
- Managing project risks, including the development of contingency plans Responsible for Identification &all the communication with the stakeholders.
Timely interaction with stakeholders and update the progress of activity, risks, completion status
Regular tracking of project risks and share with relevant stakeholders
Work with product, Technical and Customer Support on identifying problems in different areas where machine learning/statistics can help.
Present your findings to both technical and non-technical audiences.
Lead traversal technical discussion with CTIO and GDO team
Participate in the entire LLM development lifecycle, from problem definition and data preparation to model training, evaluation, and deployment.
Identify and own Use case coming from Different BU and lead it from doing POC till industrialization
Design and implement novel LLM architectures and training techniques, leveraging deep learning frameworks like TensorFlow and PyTorch.
Build and share technical architecture with Business SPOC
Develop and maintain efficient pipelines for data preprocessing, training, and inference.
Collaborate with data scientists to curate, clean, and prepare high-quality training data for LLMs.
Develop, contribute and Lead technical framework for AI use case environment
Evaluate LLM performance using appropriate metrics and identify opportunities for improvement.
LLM performance evaluation and define metrices
help and act as Technical support to Other DS within team.
Act as technical consultant for Data & AI use case.
Deploy LLMs to production environments and monitor their performance for accuracy, fairness, and efficiency
help and act as Technical support to Other DS within team.
Act as technical consultant for Data & AI use case.
Lead and Research and development initiative within Team and come up industry standard practice within team to follow in ongoing projects.
Act as SPOC from data & AI team to leverage AI capabilities with Business team.
Build scalable back-end systems and APIs to support AI model integration and data processing using languages such as Python, Java, or
Define Solution design proposal for business
Manage the infrastructure needed for data scientists to run their experiments and deploy models. This includes setting up compute clusters with GPUs or TPUs for computationally intensive tasks, configuring cloud storage for datasets, and managing containerized environments for model deployment
Document your work clearly and concisely, including research papers, technical reports, and code documentation.
votre profil:
Expert proficiency interrogating distributed databases (Map/Reduce, Hadoop, Hive, ) is also highly desired should have worked on handling web automation projects.
A minimum of 5 years' hands-on applied research experience developing and implementing machine learning models on large scale data sets
Expertise in machine learning and statistical analysis approaches such as classification, clustering, regression, statistical inference, collaborative filtering, natural
Hands-on experience in conducting analyses on unstructured structured / semi-structured data
Ability to drive initiatives from within the team and realize them for organization and/or team's benefit.
Excellent interpersonal and communication skills.
le plus de l'offre:
Advanced Analytics & Data Science, Machine Learning, Deep Learning and Automation.
Knowledge of R, SQL and Python; familiarity with Scala, Java.
Working knowledge of diverse API's
contrat:
CDI
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