Data Science - Convo AI - Senior Associate 2
- PwC Service Delivery
- 6 - 11 years
- Hyderabad
- 1 month ago
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Job Description
- A career within Data and Analytics services will provide you with the opportunity to help organisations uncover enterprise insights and drive business results using smarter data analytics
- We focus on a collection of organisational technology capabilities, including business intelligence, data management, and data assurance that help our clients drive innovation, growth, and change within their organisations in order to keep up with the changing nature of customers and technology
- We make impactful decisions by mixing mind and machine to leverage data, understand and navigate risk, and help our clients gain a competitive edge
- As part of our Analytics and Insights Consumption team, you'll analyze data to drive useful insights for clients to address core business issues or to drive strategic outcomes
- you'll use visualization, statistical and analytics models, AI/ML techniques, Modelops and other techniques to develop these insights
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 of cloud platforms (eg, 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 skills.
- Familiarity with Agile development methodologies and version control systems.
- Ability to stay updated with the latest advancements and trends in conversational AI technologies.
- Strong attention to detail and ability to deliver high-quality work within deadlines.
Job Classification
Industry: Accounting / AuditingFunctional Area: Accounting / Auditing
Role Category: Data Science & Machine Learning
Role: Data Science & Machine Learning - Other
Employement Type: Full time
Contact Details:
Company: PwC Service DeliveryLocation(s): Hyderabad
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Keyskills: data science Data management IVR Javascript QlikView Business intelligence LEX Salesforce Python
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