Machine Learning Engineer (NJ)
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As a Machine Learning Engineer, you will apply strong expertise in AI through the use of machine learning, data mining, and information retrieval to design, prototype, and build next generation advanced analytics engines and services. You will collaborate with cross-functional teams and business partners to define the technical problem statement and hypotheses to test. You will develop efficient and accurate analytical models which mimic business decisions and incorporate those models into analytical data products and tools. You will have the opportunity to drive current and future strategy by leveraging your analytical skills as you ensure business value and communicate the results.
Key Responsibilities
Collaborate with business partners to develop innovative solutions to meet objectives utilizing cutting edge techniques and tools Create repeatable, interpretable, dynamic and scalable models that are seamlessly incorporated into analytic data products Reviewing .py files to decipher business logic and process flow Design and optimize scalable machine learning solutions Build production ready machine learning platforms Provide production support and troubleshooting Provide technical leadership and influence data-driven optimization efforts Engineer features by using your business acumen to find new ways to combine disparate internal and external data sources Effectively communicate the analytics approach and how it will meet and address objectives to business partners
Requirements Bachelors Degree in Data Science, Computer Science, Engineering, Statistics and 5+ years of experience working on Data Science and Data Engineering projects Strong engineering skills in Python, Spark, Pyspark, SQL; ability to decipher complex Pyspark codes Experience with Relational databases with multidimensional structures Experience with large interconnected code repositories, and working on projects spread across multiple .py documents Ability to write production code in Python and Scala; writing complex SQL queries and ML specific production codes on Sklearn, Spark ml, Tensorflow etc. Hands-on experience in Hive and PySparkand open source tools such as kafka, bigquery etc. Great command on machine learning concepts and algorithms which works on the big data world. Ability to implement ML best practicesfor the entire Data Science lifecycle Proficiency with Machine Learning concepts and modeling techniques to solve problems such as clustering, classification, regression, anomaly detection, simulation and optimization problems on large scale data sets. Extensive data modeling and data architecture skills Exceptional communication and collaboration skills to understand business partner needs and deliver solution
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You will collaborate with cross-functional teams and business partners to define the technical problem statement and hypotheses to test. You will develop efficient and accurate analytical models which mimic business decisions and incorporate those models into analytical data products and tools. You will have the opportunity to drive current and future strategy by leveraging your analytical skills as you ensure business value and communicate the results.</span></span></span><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></p><p style=\"margin: 0px 0px 1em; padding: 0px; border: 0px; font-stretch: inherit; line-height: 1.5; vertical-align: baseline; text-align: justify\" class=\"align-justify\"><span style=\"\" class=\"colour\"><b><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Key Responsibilities</span></span></b></span><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></p><ul><li style=\"text-align: justify\" class=\"align-justify\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Collaborate with business partners to develop innovative solutions to meet objectives utilizing cutting edge techniques and tools</span><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></li><li style=\"text-align: justify\" class=\"align-justify\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Create repeatable, interpretable, dynamic and scalable models that are seamlessly incorporated into analytic data products</span><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></li><li style=\"text-align: justify\" class=\"align-justify\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Reviewing .py files to decipher business logic and process flow</span><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></li><li style=\"text-align: justify\" class=\"align-justify\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Design and optimize scalable machine learning solutions</span><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></li><li style=\"text-align: justify\" class=\"align-justify\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Build production ready machine learning platforms</span><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></li><li style=\"text-align: justify\" class=\"align-justify\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Provide production support and troubleshooting</span><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></li><li style=\"text-align: justify\" class=\"align-justify\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Provide technical leadership and influence data-driven optimization efforts</span><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></li><li style=\"text-align: justify\" class=\"align-justify\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Engineer features by using your business acumen to find new ways to combine disparate internal and external data sources</span><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></li><li style=\"text-align: justify\" class=\"align-justify\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Effectively communicate the analytics approach and how it will meet and address objectives to business partners</span><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></li></ul></div></div><div class=\"job-preview-styles__requirements--2kg4_\" style=\"margin: 0px 0px 40px; padding: 0px; border: 0px; font-stretch: inherit; line-height: inherit; vertical-align: baseline; orphans: 2; text-indent: 0px; widows: 2\"><h4 style=\"margin: 0px 0px 8px; padding: 0px; border: 0px; font-stretch: inherit; line-height: normal; vertical-align: baseline; text-align: justify\" class=\"align-justify\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Requirements</span><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></h4></div><ul><li class=\"align-justify\" style=\"text-align: justify\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Bachelors Degree in Data Science, Computer Science, Engineering, Statistics and 5+ years of experience working on Data Science and Data Engineering projects</span><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></li><li class=\"align-justify\" style=\"text-align: justify\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Strong engineering skills in Python, Spark, Pyspark, SQL; ability to decipher complex Pyspark codes</span><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></li><li class=\"align-justify\" style=\"text-align: justify\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Experience with Relational databases with multidimensional structures</span><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></li><li class=\"align-justify\" style=\"text-align: justify\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Experience with large interconnected code repositories, and working on projects spread across multiple .py documents</span><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></li><li class=\"align-justify\" style=\"text-align: justify\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Ability to write production code in Python and Scala; writing complex SQL queries and ML specific production codes on Sklearn, Spark ml, Tensorflow etc.</span><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></li><li class=\"align-justify\" style=\"text-align: justify\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Hands-on experience in Hive and PySparkand open source tools such as kafka, bigquery etc.</span><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></li><li class=\"align-justify\" style=\"text-align: justify\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Great command on machine learning concepts and algorithms which works on the big data world. 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