Soma Capital Portfolio Jobs

Data Analyst and Machine Learning Engineer



Software Engineering, IT, Data Science
Posted on Wednesday, January 25, 2023
Job Type
3+ years
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About the role

Job briefWe are looking for a Machine Learning (ML) Engineer to help us create artificial intelligence products.Machine Learning Engineer responsibilities include creating machine learning models and retraining systems. To do this job successfully, you need exceptional skills in statistics and programming. If you also have knowledge of data science and software engineering, we’d like to meet you.Your ultimate goal will be to shape and build efficient self-learning applications.

ResponsibilitiesInterpret data, analyze results using statistical techniques and provide ongoing reportsDevelop and implement databases, data collection systems, data analytics and other strategies that optimize statistical efficiency and qualityAcquire data from primary or secondary data sources and maintain databases/data systemsIdentify, analyze, and interpret trends or patterns in complex data setsFilter and “clean” data by reviewing computer reports, printouts, and performance indicators to locate and correct code problemsWork with management to prioritize business and information needsLocate and define new process improvement opportunitiesStudy and transform data science prototypesDesign machine learning systemsResearch and implement appropriate ML algorithms and toolsDevelop machine learning applications according to requirementsSelect appropriate datasets and data representation methodsRun machine learning tests and experimentsPerform statistical analysis and fine-tuning using test resultsTrain and retrain systems when necessaryExtend existing ML libraries and frameworksKeep abreast of developments in the field

Requirements and skillsProven experience as a Machine Learning Engineer or similar roleComputer vision skillsUnderstanding of data structures, data modeling and software architectureDeep knowledge of math, probability, statistics and algorithmsAbility to write robust code in Python, Java and RFamiliarity with machine learning frameworks (like Keras or PyTorch) and libraries (like scikit-learn)Excellent communication skillsAbility to work in a teamOutstanding analytical and problem-solving skillsBSc in Computer Science, Mathematics or similar field; Master’s degree is a plus

About Prembly (formerly Identitypass)