9 Sarvajith Infotech Jobs
Senior Data Scientist - NLP/Machine Learning (8-11 yrs)
Sarvajith Infotech
posted 2mon ago
Key skills for the job
Role : Senior Data scientist.
Location : Chennai, Bangalore.
Responsibilities :
- Leverage data science tools and techniques, keeping abreast with the latest in the community to solve problems.
- Present recommendations from complex analysis to business partners in clear and actionable form, influencing the future.
- Develop PoC, present lucidly to the business and evolve the solutions.
- Research, learn/disseminate & adapt new technologies to solve problems & improve upon existing solutions.
- Manage the continuous improvement of data science and machine learning by following industry best practices and staying up to date with and extending the state-of-the-art in Machine Learning research.
- Integrate data science solutions into current business processes.
- Develop and recommend process standards and best practices in Machine Learning as applicable to the retail industry.
- Peer review and publish work in top tier ML/AI conferences such as NIPS, ICML, AAAI and COLT
- Participate and speak at various external forums such as research conferences and technical summits.
Requirement :
- Experience in analyzing complex problems and translating them to data science algorithms with due attention to computational efficiency and testing at scale.
- Expertise in machine learning, supervised and unsupervised : Time Series Forecasting, latest technique in NLP Deep Learning Algorithms and Reinforcement Learning
- Experience in statistical learning : Predictive & Prescriptive Analytics, Web Analytics, Parametric and Non-parametric models, Regression, Time Series, Dynamic / Causal Model, Statistical Learning, Guided Decisions, Topic Modelling
- Experience working with big data identifying trends, patterns, and outliers in large volumes of data.
- Worked with at least one mainstream machine learning framework such as caffe, convNet, TensorFlow and Torch
- Experience with SQL, relational databases and data warehouse
- Experience with big data platforms - Hadoop(Hive, Pig, Map Reduce, HQL) / Spark / H20
- Domain Knowledge : Search, Recommendation Engine
- Experience with multiple stakeholder management, data based story-telling, mentoring peers and juniors, multiple project handling at the same time
Functional Areas: Other
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