Senior Machine learning engineer
Delta Technology and Management Services FZ LLC
منذ 28 يوم
source : Gulfhiree

Position Responsibilities A strong grounding in Data structures and algorithms Database concepts Good oral and written communication skills Excellent analytical and problemsolving skills Deliver scalable low latency and highperformance ML solutions for different products Build ML pipelines endtoend including stages such as data preprocessing model generation crossvalidation and active feedback Build efficient systems for processing large amounts of data be proficient with distributed programming frameworks such as Hadoop Spark Kafka Flink Drive solutions and implementation leveraging different open source libraries and distributed systems Ability to come up with scalable system and model architectures for enabling realtime ML AI services solutions Liaise with architects and engineers from other product teams to build solutions and drive adoption Elicit quality attributes of the system and define metrics to establish its success Ability to work with a diverse lively and proactive group of techies who are constantly raising the bar on the art of translating mounds of data into tangible business value for clients Experience in implementing Deep Learning solutions pertaining to but not restricted to Reinforcement Learning Natural Language Processing Experience in Machine Learning and Deep Learning Strong desire to learn and share knowledge with others Strong critical thinking and problemsolving skills motivation and passion API development and integration experience and familiarity with Microservices methodologies Familiarity with onpremise cloud native application architecture patterns including containers functional computing batch processing Qualifications Requirements The ideal candidate should have 12 years of good design with strong developing software systems Handson programming experience with Java C C C Node JS and Python Experience in building scalable highperformance low latency systems Foundation in basic math and statistics concepts Background in big data tech streaming applications Prior experience in building and deploying ML systems Handson experience with Machine learning algorithms Ability to design ML systems endtoend this includes bigdata handling preprocessing model generation logic model persistence including choice of online data stores etc systems for consuming live streaming Video Analytics web services to publish model predictions to consumers Exceptional analytical and problemsolving skills with demonstrated ability to analyse technical information and work with a team spirit Selfmotivated with strong communication verbal and written skills Willing to learn new skills required by the assigned tasks Excellent problem identification analysis and solving skills Demonstrated ability to delivery software projects of high complexity and risk Create design architecture High Level Low level documents Need to have the ability to multitask and to be an excellent team member with strong interpersonal and communication skills Excellent Knowledge of applications systems integration Experience in NLP and entity extraction from text Indepth knowledge of databases SQL NOSQL data modelling Hadoop and distributed computing frameworks Reporting to Delivery Lead Manager Note Work sponsorship available for this role subject to successful selection criteria

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