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 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]