Description
The Opportunity
Synkrato is looking for a Machine Learning Engineer who will apply AI and machine learning techniques to big-data problems to help Synkrato better understand, orchestrate and optimize logistics. Partnering with the business units, the candidate will be building various products that address complex supply chain optimization problems.
By using statistical and econometric methods, predictive models, experimental design methods, and optimization techniques, the candidate will be working on the research and development of exciting projects like product affinities, predictive modeling, digital twins, warehouse slotting, automation and resource optimization.
Ideal candidates will have a strong academic background as well as technical skills including applied statistics, machine learning, data mining, and software development. Familiarity with working with large-scale datasets and big data techniques would be a plus. Experience with supply chain would be a huge plus.
What you’ll do
Develop predictive models on large-scale datasets to address various business problems with advanced statistical modeling, and machine learning techniques.
Design and build optimization models that can scale across different environments, while taking into consideration multiple constraints.
Collaborate with product management and engineering groups to develop new products and features.
Job Requirements
PhD or MS degree in Computer Science, Statistics, Electrical Engineering, Applied Math, Operations Research, Econometrics or equivalent experience required
Deep understanding of statistical modeling, machine learning , deep learning , or data mining concepts, and a track record of solving problems with these methods.
Proficient in one or more programming languages such as Python, Scala, Java
Familiar with one or more machine learning or statistical modeling tools.
Knowledge and experience of working with relational databases and SQL
Strong analytical and quantitative problem-solving ability.
Excellent communication, relationship skills and a strong team player.