Talent Acquisition Specialist at MNR Solutions
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Senior Director - Active Intelligence Platform Development (10-20 yrs)
Title: (Sr.) Director - Active Intelligence Platform Development
Responsibilities & Deliverables:
- Build and evolve the AI Platform for providing foundational stream processing, data engineering, data warehouse, data access, data servicing & AI/ML
- Build and manage a core team of software and platform engineers
- Work closely with internal teams to assess AI tooling needs
- Be an expert on architecting and developing machine learning solutions
- Be responsible for enhancing and streamlining AI/ML workflows, processes, along with implementing them strategically
- Continuously challenge and evolve the existing platform capabilities and keep up to date with new offerings
Educational Qualification:
- BE. / B.Tech., M.E./M. Tech. or M. Sc. in Computer Science or any related qualification.
Skill Set:
- Proven technical leader with deep knowledge and expertise in creating production-grade, end-to-end data and AI services at scale.
- Experience in transformation projects, especially within the data and analytics space
- Knowledgeable in deliberating modern data architectures, distributed databases, privacy compliance, low latency APIs and microservices.
- Knowledge of building ML models and end to end AI workflows
- Knowledgeable in software engineering best practices, especially modern cloud computing stacks for deploying machine learning and microservices at scale (i.e. AWS for a cloud provider, EKS for Kubernetes, Docker for containers, Jenkins for CI/CD, Kafka/Spark/Nifi/Kubeflow/ Tensorflow/Keras/Pytorch for deep learning framework, etc.
- Hands-on experience with MLOps frameworks such as TensorFlow Extended, Kubeflow, Airflow or other workflow engines, Model Serving (Real-time/batch) and distributed training
- A solid understanding of the software development lifecycle
- Thorough- understanding- of- data- and- systems- infrastructures
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