Machine Learning & Data Scientist

Job Description

• POSITION PURPOSE: Analyze retail data from varied and desperate sources for trends predictions and forecasts. Help our retail customers make sense of the massive amount of data across their Video POS traffic counters inventory records loss prevention alarms review sites online properties social media weather and other sources. Provide ideas to front-end teams of how to visualize and communicate the datas findings to our customer. Deploy models and create services for their consumption by our application teams. ESSENTIAL FUNCTIONS AND BASIC DUTIES (Individual and team management responsibilities) 1. Design and build machine learning systems that solve difficult problems involving big data/information retrieval/recommendation systems 2. Provide creative and useful analysis for our retail customers. Find data that is predictive for their businesses. 3. Ability to understand what moves the needle for our customers and explore data that could be helpful. Must be able to do this without much direction. 4. Ability to find source and store unique data sets that may be useful for analysis (e.g. go get Google Analytics data and add it to your model) 5. Ability to design & build data analysis environment with Hadoop 6. Deploy models to production for use by our applications These are for building machine learning based video analytics use cases. Ph.D or MS in Computer Science Data Science Applied Mathematics Statistics from premier institutions.Should have Excellent Knowledge in - Data Related Skills - R SQL Hadoop (HBase Hive Pig RHadoop) Spark (MLlib)Machine Learning / Python Libraries - Python (Numpy Pandas SciPy)Environments - GPU optimization of ML algorithms GCP (Big Query Data Flow Data Proc Cloud Storage Cloud ML) [AWS/Azure equivalent experience OK as well]ORComputer Vision - ML frameworks (e.g. Keras TensorFlow Caffe) Implementation experience with vision algorithms (CNN R-CNN YOLO)Environments - GPU optimization of ML algorithms GCP (Big Query Data Flow Data Proc Cloud Storage Cloud ML) [AWS/Azure equivalent experience OK as well]

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