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2.0 - 6.0 years
0 Lacs
thiruvananthapuram, kerala
On-site
You should possess a qualification of 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) is required. You should have a minimum of 2 years of experience. As a team member, you will be responsible for applied research, development, and validation of advanced machine learning and AI algorithms for solving complex real-world problems at scale. Collaborating closely with the product team, you will analyze business problems and product vision to innovate algorithmic solutions. Your role will involve creating prototypes and demonstrations to validate innovative ideas and translating research outcomes into productized innovation by working with AI Engineers and software engineers. Additionally, you will create and maintain research plans, conduct experiments, consolidate and document results, and publish works as appropriate. It is important to document and protect intellectual property (IP) generated from R&D efforts by collaborating with designated teams and/or external agencies. Furthermore, mentoring junior staff to ensure correct procedures are followed, and collaborating with stakeholders, academic/research partners, and peer researchers to deliver tangible outcomes will be part of your responsibilities. The ideal candidate is expected to have a strong foundation in computer science fundamentals and analyzing and designing AI/Machine learning algorithms. Hands-on experience in at least two of the following areas is 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. You should be proficient in at least one programming language and have experience in implementing AI/machine learning algorithms in Python or R. Additionally, 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 is necessary. Having 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 would be beneficial. Experience in contributing to open-source projects related to AI/Machine Learning would be considered a strong advantage. This position is for Job Code: DSM_TVM and is located in Trivandrum. For further information, please reach out via email to recruitment@flytxt.com.,
Posted 2 weeks ago
2.0 - 6.0 years
0 Lacs
thiruvananthapuram, kerala
On-site
As a Data Science Manager in the Research and Development (R&D) team at our organization, you will play a crucial role in driving innovation through advanced machine learning and AI algorithms. Your primary responsibility will involve conducting applied research, development, and validation of cutting-edge algorithms to address complex real-world problems on a large scale. You will collaborate closely with the product team to gain insights into business challenges and product objectives, enabling you to devise creative algorithmic solutions. Your role will entail creating prototypes and demonstrations to validate new ideas and transform research findings into practical innovations by collaborating with AI Engineers and software engineers. In addition, you will be responsible for formulating and executing research plans, carrying out experiments, documenting and consolidating results, and potentially publishing your work. It will also be essential for you to safeguard intellectual property resulting from R&D endeavors by working with relevant teams and external partners. Furthermore, part of your role will involve mentoring junior staff to ensure adherence to established procedures and collaborating with various stakeholders, academic/research partners, and fellow researchers to deliver tangible outcomes. To excel in this position, you are required to possess a strong foundation in computer science principles and proficient skills in analyzing and designing AI/Machine learning algorithms. Practical experience in several key areas such as supervised and unsupervised machine learning, reinforcement learning, deep learning, knowledge-based systems, evolutionary computing, probabilistic graphical models, among others, is essential. You should also be adept in at least one programming language and have hands-on experience in implementing AI/machine learning algorithms using Python or R. Familiarity with tools, frameworks, and libraries like Jupyter/Zeppelin, scikit-learn, matplotlib, pandas, Tensorflow, Keras, Apache Spark, etc., will be advantageous. Ideally, you should have at least 2-5 years of applied research experience in solving real-world problems using AI/Machine Learning techniques. Additionally, having a publication in a reputable conference or journal related to AI/Machine Learning or holding patents in the field would be beneficial. Experience in contributing to open-source projects within the AI/Machine Learning domain will be considered a strong asset. If you are excited about this challenging opportunity, please refer to the Job Code DSM_TVM for the position based in Trivandrum. For further details, feel free to reach out to us at recruitment@flytxt.com.,
Posted 2 months ago
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