Data Science Manager - Cognitive AI
UNFYD- is a leading digital transformation platform, deployed across vertical / horizontal operations for global majors, across Marketing, Sales & CX automation. As part of enhancing our product portfolio, we are looking for Data Science Product Manager, to drive various inhouse & client focussed product development.
ROLE :
- Work closely with CxO level stakeholders to identify various cognitive solutions within our platform, drive development agenda accordingly, in conjunction with the core platform teams.
- The role is to deep dive into the product capabilities, to understand the unique business problems & identify target products to be developed as part of the cognitive offering to the marketplace.
- Architect, design, develop & deploy enterprise products which include components across the AI spectrum such as Machine Learning, Deep Learning, Chatbots, Virtual Assistants, and Cognitive Services (e.g., Vision/Image, Textual/Language Processing) to help enhance product portfolio.
- The role is not evangelist, you will be involved in end-2-end product lifecycle, from concept to delivery, and be able to see the value your hard work adds !!!
- Successful candidate should be a - team player- able to collaborate and partner with broad range of individuals from IT engineers, domain specialists, end-client representatives, while at the same time leading them to prioritize and deliver products in agile manner.
For the prioritized opportunities, this role:
- Documents the business case
- Documents the new product features and requirements to meet the "Operations or Business" needs
- Leads the new product development process and engineering team to deliver and implement the prioritized "smart" tools
- Monitors and reports on the metrics and business value being delivered of the deployed "smart" tools against the business case
- The successful candidate has the ability to collaborate and partner with a broad range of individuals from IT engineers to medical professionals, while at the same time leading them to prioritize and support the implementation of solutions.
- The successful candidate will have demonstrated success in product management and building new products leveraging AI/ML technologies via an agile methodology.
- Experience using Aha is preferred as this role is expected to enter Features and Requirements in Aha and manage the Roadmap using the Aha system.
SKILL REQUIREMENTS :
- Successful previous experience leveraging AI/ML/Automation, cognitive & science-based techniques to manage data, predict scenarios & prescribe actions in a similar role
- Experience in analytics full life cycle engagement across strategy, design and implementation
- Solid experience of a range of statistical modelling & machine learning techniques i.e. classification, regression, forecasting, anomaly detection, dimensionality reduction etc
- Ability to demonstrate experience in Natural Language Processing (NLP) & modern text analytics methodologies (i.e. Word/sentence embeddings, Topic Modelling, Named Entity Recognition, Relation Extraction, Entity Linking etc)
- Experience designing & implementing Commercial & Open Source Frameworks to process end to end data management lifecycle for NLP, Machine Log Algorithms, Text Minding Algorithms, Batch & Streaming IoT Data
- Advanced programming skills in Python, R and related NLP/ML libraries (NLYK, scikit-learni, numpy, scipy, spaCy etc)
- Working experience of deep learning frameworks & architectures such as TensorFlow, Keras, PyTorch, Caffe, RNN, CNN, LSTM etc
- Practical experience in preparing data for Machine Learning (e.g., using SQL and/or NoSQL technologies)
- Understanding of cloud solutions (AWS, Azure, Databricks)
Ideal Background:
- Experience in product management.
- Experience in leveraging AI/ML technologies in the design and delivery of new product solutions.
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