Job Title: Artificial Intelligence
Job Location: Bangalore
Experience: 4 to 15 Yrs.
We are looking for an exceptional hands-on research scientist with a proven track record of experience in applying machine learning methods towards solving real-world problems through Knowledge Representation & Reasoning (KRR), Speech Recognition, (Un)supervised Learning, Reinforcement Learning to name a few. You will be joining a world-class, multidisciplinary team and will be participating in cutting-edge research in machine intelligence and artificial intelligence. You will be providing quality answers to large-scale problems with broad impact.
• Develop transformative AI solutions to address our clients’ business requirements and challenges
• Understand latest industrial and academic developments in AI/ML, application in diverse domains and user experience for next generation devices and create prototypes for demonstration.
• Conceptualize, Design, build and develop proto types which demonstrate the required functionality rapidly
• Collect, synthe, and propose requirements and create effective product/feature roadmap.
• Work with development teams to mature these algorithms into production quality programs
• Do applied research on a wide array of text analytics and machine learning projects, file patents and publish the papers
Desired candidate profile:
• Post graduate or PhD in relevant field and hand-on experience in AI research or application development
• Exceptional hands-on research scientist with a proven track record of experience in applying machine learning methods towards solving real-world problems
• Expert level of understanding of NLP, NLU and Machine learning/Deep learning methods
• Experience in artificial intelligence and its practical application to the creation of interactive systems, with specific emphasis in two or more of the following areas: Sequence tagging, Intent classification, Information extraction and Reinforced learning
o A solid foundation in AI Methodologies like ML, DL, NLP, Neural Networks, Information Retrieval and Extraction, NLG, NLU
o Good knowledge in latest AI system design and architecture.
o Experience in development of end-to-end AI based products
o Should have experience or deep know-how in two or more of speech recognition, ontologies, terminologies, graph databases, knowledge graphs (e.g., RDF, SPARQL, OWL), and related information integration; propositional logic, first-order logic, and constraint satisfaction methods; methods for uncertainty in combination with logical methods (e.g., Bayesian, probabilistic soft logic); combination of the foregoing with natural language, e.g., in knowledge authoring/debugging and explanation; combination of the foregoing with machine learning, e.g., in knowledge acquisition; HMMs
o Excellent understanding of complex system architecture, components and requirements.
o Experience with Knowledge representation and reasoning and related semantic technologies, knowledge modeling/authoring and management, including: Prolog, logic programming, and Rulelog methods; other business rules methods such as production rules, Drools/JBoss, event-condition-action rules.
o Very good python programming skills. Java programming skills a bonus
o Detailed oriented and penchant for data quality control
o Experience in deploying state-of-the-art, data-driven learning algorithms to solve business problems
o Ability to Dig deeper into data, understand characteristics of data, evaluate alternate models and validate hypothesis through theoretical and empirical approaches
• Is Self-Driven individual contributor who prefers working in an agile manner.
• Demonstrated ability to take bold initiatives, ability to solve hard problems, prioritize work and make decisions
• Ability to work independently and have ownership mentality
• Experience working with large data sets, familiarity/experience working with distributed computing tools a plus
• Innovation minded, highly capable to think systematically, capable to redefine the solutions to overcome the competitors and solving problems.
• Curious and willing to challenge existing solutions with innovative technology concepts.
If your current profile matches to the above Job Description, Kindly revert back with your updated resume with the following details:
Relevant Experience in Machine Learning:
Reason for job change: