Intermediate Data Scientist & Machine Learning Engineer - Gauteng, Sandton - Sandton
Sinakho Staffshop Ltd
Duties & Responsibilities Analyze raw data: assess quality, cleansing, structuring for model training and evaluation. Apply the scientific method to data and problems to establish, test and refine hypotheses. Designing, training, and evaluating models and model pipelines for specific business problems. Ongoing re-evaluation of in-flight models to determine changes in accuracy over time. Iteration on existing models and investigation into alternatives to current approaches. Active research and evaluation of new models and approaches in the space. Visualize and present scientific results effectively for the internal management and technical teams. Collaborate with the engineering team to optimize models and bring models to production. Generate actionable insights for business improvements (and develop measures to track business improvement). Ongoing client interaction to understand their challenges and create solutions. Desired Experience & Qualification Bachelor's degree or equivalent experience in quantitative field (Operations Research, Statistics, Applied Mathematics, Computer Science, Engineering, etc.) At least 1 year experience working with programming (R and/or Python and/or Julia) At least 1 year experience working in the computer vision space. Deep understanding of optimisation, machine-learning, clustering and classification techniques, and algorithms. Fluency in a programming language (e.g. Python,Julia, R,) Extensive experience with computer vision including image classification, image-to-text models, VQA, and image embeddings. Experience using source control and continuous integration with Git (e.g. Gitlab/Github) Preferably some exposure to Linux. Docker / Kubernetes knowledge is an advantage but not required. Some experience with production inference solutions e.g. sagemaker would be a plus. A firm understanding of and experience with the scientific method Experience and excellence in data driven storytelling Desired Skills: Machine Learning Data Scientist Python Julia R Gitlab Github VQA Linux About The Employer: Join a stable software engineering comapany and utilise your data/machine learning skills.
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