Manager - Data Science/Analytics - Conversational AI (8-13 yrs)

1 month ago

MumbaiBangaloreHyderabadKolkata, India iimjobs Full time

Manager - Data Science/Analytics - Conversational AI


Manager - Conversational AI
Must Have skills

Data Science, AI, NLP, NLU, Chat bot, Bot framework, (Python/Pyspark/Java scripting frame work), Cloud

Good to have : ML, Visualizations, Containers.

Specialism:

- Data, Analytics & AI

Management Level: Manager

Job Description & Summary:

Job Title : Data Science - Convo AI

Experience : 8+ yrs

Required Skills :

- Familiarity with the Conversational AI domain, conversational design & implementation, customer experience metrics, and industry-specific challenges

- Understanding of conversational (chats, emails and calls) data and its preprocessing (including feature engineering if required) to train Conversational AI systems.

- Strong problem-solving and analytical skills to troubleshoot and optimize conversational AI systems.

- Familiarity with NLP/NLG techniques such as parts of speech tagging, lemmatization, canonicalization, Word2vec, sentiment analysis, topic modeling, and text classification.

- NLP and NLU Verticals Expertise: Text to Speech (TTS), Speech to Text (STT), SSML modeling, Intent Analytics, Proactive Outreach Orchestration, OmniChannel AI & IVR (incl. Testing), Intelligent Agent Assist, Contact Center as a Service (CCaaS), Modern Data for Conversational AI and Generative AI.

- Experience building chatbots using bot frameworks like RASA/ LUIS/ DialogFlow/Lex etc. and building NLU model pipeline using feature extraction, entity extraction, intent classification etc.

- Understanding and experience on cloud platforms (e.g., AWS, Azure, Google Cloud, Omilia Cloud Platform, Kore.ai, OneReach.ai, NICE, Salesforce, etc.) and their services for building Conversational AI solutions for cliients

- Expertise in Python or PySpark. R and JavaScript framework.

- Expertise in visualization tools such as Power BI, Tableau, Qlikview, Spotfire etc.

- Experience with evaluating and improving conversational AI system performance through metrics and user feedback

- Excellent communication and collaboration skills to work effectively with cross-functional teams and stakeholders.

- Proven track record of successfully delivering conversational AI projects on time and within budget.

- Familiarity with Agile development methodologies and version control systems.

- Ability to stay updated with the latest advancements and trends in conversational AI technologies.

- Strong strategic thinking and ability to align conversational AI initiatives with business goals.

- Excellent project management skills to prioritize tasks, manage resources, and ensure project success.

- Knowledge of regulatory and compliance requirements related to conversational AI applications.

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