Data Science Manager-R&D in Flytxt Mobile Solutions
Job Description
Kerala
Full–time
Job description
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 Learning
• A CGPA of 7.5/10 or above in UG as well as PG level (in case of percentage, 70% or above)
• 2+ Years
Responsibilities
• Responsible for applied research, development and validation of advanced machine learning and AI algorithms for solving complex real-world problems at scale
• Work closely with product team to understand business problems and product vision to come up with innovative algorithmic solutions
• Create prototypes and demonstrations to validate/establish innovative ideas and translate research outcomes to productized innovation by working with AI Engineers and/or software engineers
• Create and maintain research plans, conduct experiments, consolidate and document results, and publish works as appropriate
• Document and protect intellectual property (IP) generated from R&D efforts by collaborating with designated teams and/or external agencies
• Mentor junior staff to ensure that correct procedures are followed; collaborate with stakeholders, academic/research partners and peer researchers to deliver tangible outcomes
Requirements 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 algorithms
• Hands-on experience in at least two of the following areas are required :
• * Supervised, unsupervised and semi-supervised machine learning algorithms
• Reinforcement Learning
• Deep learning & Representation Learning
• Knowledge based systems (knowledge representation, reasoning and planning; FOL, ontologies etc.)
• Evolutionary Computing
• Probabilistic Graphical Models
• Streaming, incremental and non-stationary learning
• Candidate should be strong in at least one programming language, and should have experience in implementing AI/machine learning algorithms in python or R
• Experience with tools/frameworks/libraries such as Jupyter/Zeppelin, scikit-learn, matplotlib, pandas, Tensorflow, Keras, Apache Spark etc. would be desirable
• Applied research experience of at least 2 – 5 years on real-world problems using AI/Machine Learning techniques
• At 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 patents
• Experience in contributing to open-source projects related to AI/Machine Learning would be a strong plus
Job Code: DSM_TVM
Location: Trivandrum
For more information, Please mail to: [email protected]
Kerala
