Responsibilities:
- Utilizing artificial intelligence and machine learning concepts to solve challenging business problems
- Work on problems from various domains like NLP, Recommendation engine, computer vision
- Should participate in complete project cycle i.e. understanding a problem statement, data gathering, analyzing data, implementing and deploying ML/AI solutions
- Should be able to learn new tools/languages quickly and continue expanding knowledge on latest advances in ML/AI
- Managing project timing, client expectations and meeting deadlines
- Publishing research articles, papers, and blogs
Desired skills and experience:
- M.S./Ph.D. in computer science, mathematics, operations research, physics or related major
- 5+ years of experience in machine learning/artificial intelligence in academics or academics plus industry (at least 1 year industry experience)
- Good knowledge in Mathematical concepts like linear algebra, statistics, information theory, generalized linear models, Markov decision processes
- Good understanding of Data Structures and algorithms
- Good understanding of Deep Learning, Computer Vision / NLP algorithms
- Experience in training DL models with frameworks like Tensorflow, PyTorch, Keras, etc
- Proficient in Python
- Excellent communication and writing skills
Good to have skills :
- Experience in AI cloud services - AWS/Azure
- Basic understanding of AI model deployment
- Adapt deep learning algorithms to best exploit modern parallel environments like GPUs, clusters
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