Job Detail

ML/CV Software Engineer

Posted on Jul 13, 2021
Location: Doha, Qatar
Industry: Engineering / Technical / R&D
Job Type: Full Time/Permanent
Experience: 5 Years

Job Description

ML/CV Software Engineer

Candidate Requirements


§ Develop and evaluate state-of-the-art computer vision algorithms for real-time image analysis.

§ Develop, implement, and optimize analytics and machine learning algorithms

§ Propose and implement creative, efficient solutions for vision and control problems

§ Determine project specifications and project schedule by studying product requirements and

§ specifications, calculating time requirements and sequencing project elements.

§ Documentations for design control.

§ Set up and manage AI development and production infrastructure.

§ Build data ingest and data transformation infrastructure.

§ Identify transfer learning opportunities and new training datasets.

§ Build AI models from scratch and help product managers and stakeholders understand results.

§ Create APIs and help business customers put results of your AI models into operations.

§ Keep current of latest AI research relevant to our business domain

§ Manage the infrastructure and data pipelines needed to bring code to production

§ Build algorithms based on statistical modelling procedures and build and maintain scalable machine learning solutions in production

§ Use data modelling and evaluation strategy to find patterns and predict unseen instances

§ Liaise with stakeholders to analyze business problems, clarify requirements and define the scope of the resolution needed

§ Analyze large, complex datasets to extract insights and decide on the appropriate technique

§ Develop the Machine Learning Model as per the Needs

§ Execute full software development life cycle (SDLC)

§ Develop flowcharts, layouts and documentation to identify requirements and solutions

§ Develop software verification plans and quality assurance procedures

§ Document and maintain software functionality

§ Troubleshoot, debug and upgrade existing systems


Desired Skills & Experience
Requirements  Extensive data modeling and data architecture skills  Programming experience in Python, R or Java  Background in machine learning frameworks such as TensorFlow or Keras  Knowledge of Hadoop or another distributed computing systems  Strong written and verbal communications  Study and transform data science prototypes  The ability to prioritize activities and deliver projects on time and within budget.  Experience working with clients and business partners  A comprehensive understanding of computer science concepts  Strong team building skills  The ability to travel as necessary.

Skills Required

Job is expired

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