Job Description :
Machine Learning Designer
Remote
Longterm
Skillset:
An ideal candidate should have minimum of 10 years of software engineering experience with proficiency in Java, Scala, Python, and Spark. The candidate should have an expert level of design & development skills and should show a demonstrated ability to develop distributed computing solutions geared towards big data and machine learning. The candidate should demonstrate a mastery of skills in terms of developing frameworks using cutting edge algorithms. Experience with relational, NoSQL, and graph databases is highly desired.
Here are some of the additional desired skills:
1. Business Understanding - (What comprises a machine learning problem vs. Otherwise)
2. Data Understanding – Data Characteristics and Catalog Management platform skills (Ontologies, ERD, Repos)
3. Data preparation – Exposure to Data Cleansing Tools (Informatica, Python, Perl, Hadoop Hive, Scala, Spark)
4. Modeling – Understanding of Modeling Ensembles and Platform components supporting the same (PMML, Model Support formats)
5. Validation – Understanding of Scoring frameworks around ML (PMML, other)
6. Deployment – Microservices, OpenSource, Big Data, Spark