Job Description For Python ML/DL:
Job Summary:
We are looking for an expert in machine learning to help us extract value from our data. You will lead all the processes from data collection, cleaning, and pre-processing, to training models and deploying them to production. The ideal candidate will be passionate about artificial intelligence and stay up-to-date with the latest developments in the field.
Responsibilities:
Exp: 5 plus years in ML/DL
· Candidate should have experience in implementing cutting edge algorithms in areas of Machine Learning and/or Deep Learning.
· Use Machine Learning, Data Mining and Statistical techniques to create new, scalable solutions for business problems.
· Design, develop and evaluate highly innovative models for predictive learning Analyse and extract relevant information from historical data to help automate and optimize key processes.
· Strong experience with various Machine Learning algorithms and Deep Learning algorithm such as ANN, CNN, RNN
· Ability to quickly build tools and support structures needed to analyse data, perform elements of data cleaning, feature selection and feature engineering and organize experiments in conjunction with best practices
· NLP & Text Mining Experience is a big plus
· Experience in building model using statistic techniques such as Time Series, Statistical Modelling, Predictive Analytics, Forecasting, Data Extraction, Data Processing, Process Design, Variance Analysis
· Good Experience of handling both Supervised and/or Un-Supervised Data and should have the experience of Anomaly detection and event correlation from large streaming data
· Must have good hands-on Python, Python Libraries for Machine Learning, ML frameworks such as Keras/Tensorflow/PyTorch, MS Excel and creating PowerPoint Presentations and should have a very good communication.
· Strong programming background experience in Scala / Python for spark and libraries like Pandas, Sklearn, NLTK and etc.
· Good to Have working knowledge on: Hive, Pig, MongoDB and Big Data technologies such as Hadoop or Spark.
· Willing to work in a challenging environment and should able to come up with a solution for any given problem statement
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