Data Science Manager-R&D
Flytxt
Date: 3 weeks ago
City: Thiruvananthapuram, Kerala
Contract type: Full time
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 Learning
A CGPA of 7.5/10 or above in UG as well as PG level (in case of percentage, 70 PERCENT 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]
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 PERCENT 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]
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