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GEETHA TECHNOLOGY SOLUTIONS PRIVATE LIMITED
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ML Engineering /Data Scientist

ML Engineering /Data Scientist

GEETHA TECHNOLOGY SOLUTIONS PRIVATE LIMITED

2 - 4 years

9 - 13 Lacs

bengaluru

Posted:None| Platform:

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Skills Required

python cnn natural language processing deep learning rnn algorithms time series random forest sql reinforcement learning r decision tree recommender systems spark computer vision statistical modeling clustering boost logistic regression ml

Work Mode

Work from Office

Job Type

Full Time

Job Description

Bachelor's /Master's /PhD degree in a quantitative field (CS, Machine learning, Mathematics, Economics, Statistics, Data Science)

Preferred Institution: NIT, ISI, Any - School of Economics

Required Skills:

Expertise in ML - Regression, Classification, Clustering, Time Series Modeling, Graph Network, Recommender System, Bayesian modeling, Deep learning, Computer Vision, NLP/NLU, Reinforcement learning, Federated Learning, Meta Learning.

Proficient in some or all of the following techniques: Linear & Logistic Regression, Decision Trees, Random Forests, K-Nearest Neighbors, Support Vector Machines ANOVA, Principal Component Analysis, Gradient Boosted Trees, ANN, CNN, RNN, Transformers.

Expertise in programming languages SQL, Python/ R, Spark.

Expertise in ML frameworks and libraries (TensorFlow, Keras, PyTorch).

Knowledge in cloud computing services Azure.

Expert in Statistical Modelling & Algorithms E.g. Hypothesis testing, Sample size estimation, A/B testing. Knowledge in Mathematical programming - Linear Programming, Mixed Integer Programming etc , Stochastic Modelling - Markov chains, Monte Carlo, Stochastic Simulation, Queuing Models.

Familiarity to deploy and monitor ML models in production, delivering data products to end-users.

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ML Engineering /Data Scientist