Data Science Manager-R&D

Data Science Manager-R&D Qualification and Experience:M.Tech / M.E / MS / M.Sc / Ph.D ; 2 Years
Qualification and Experience M.Tech / M.E / MS / M.Sc / Ph.D in Computer Science or a related discipline (Applied Mathematics, Statistics, Electrical and/or Computer Engineering) with a focus on Artificial Intelligence / Machine LearningA CGPA of 7.5/10 or above in UG as well as PG level (in case of percentage, 70 PERCENT or above)2 YearsResponsibilities Responsible for applied research, development and validation of advanced machine learning and AI algorithms for solving complex real-world problems at scaleWork closely with product team to understand business problems and product vision to come up with innovative algorithmic solutionsCreate prototypes and demonstrations to validate/establish innovative ideas and translate research outcomes to productized innovation by working with AI Engineers and/or software engineersCreate and maintain research plans, conduct experiments, consolidate and document results, and publish works as appropriateDocument and protect intellectual property (IP) generated from R&D efforts by collaborating with designated teams and/or external agenciesMentor junior staff to ensure that correct procedures are followed; collaborate with stakeholders, academic/research partners and peer researchers to deliver tangible outcomesRequirements of the role The candidate is expected to be strong in fundamentals of computer science as well as in analyzing and designing AI/Machine learning algorithmsHands-on experience in at least two of the following areas are required :Supervised, unsupervised and semi-supervised machine learning algorithmsReinforcement LearningDeep learning & Representation LearningKnowledge based systems (knowledge representation, reasoning and planning; FOL, ontologies etc.)Evolutionary ComputingProbabilistic Graphical ModelsStreaming, incremental and non-stationary learningCandidate should be strong in at least one programming language, and should have experience in implementing AI/machine learning algorithms in python or RExperience with tools/frameworks/libraries such as Jupyter/Zeppelin, scikit-learn, matplotlib, pandas, Tensorflow, Keras, Apache Spark etc. would be desirableApplied research experience of at least 2 5 years on real-world problems using AI/Machine Learning techniquesAt least one publication in a top tier conference/journal related to AI/Machine Learning (E.g. ICML, AAAI, NIPS, ICCV, CVPR, KDD, SIGMOD, IJCNN, IJCAI, EMNLP, ICPR, ICDM etc.) and/or patentsExperience in contributing to open-source projects related to AI/Machine Learning would be a strong plusJob Code: DSM_TVM Location: Trivandrum For more information, Please mail to: recruitment@flytxt.com