Collaboratively design and develop M/L solutions for a variety of industry/use cases. Lead project teams, design project scopes, work with clients to design and iterate on solutions. Goal is to create generalized solutions out of use cases. Use agile-delivery model and tools.
Candidates with 5 years of shipping machine learning based products
Candidates will be tested for 1-2 of these areas
- statistical modeling and hypothesis testing
- designing and validating M/L results
-building Python apps and writing SQL
-building neural networks with Tensorflow/other
Develop and design machine learning based applications. Require Python and SQL skills, experience with distributed data processing and API development.
Candidates with 4-5 years of shipping machine learning based products
Candidates will be tested for 1-2 of these areas
- API development
-building Python apps and writing SQL
-cloud infrastructure
Use data mining to extract information and identify corelations and patterns. Monitoring data quality and removing corrupt data. Identifying ways to optimize and enhance ROI.
Candidates with 5 years of shipping machine learning based products
Candidates will be interviewed for 1-2 of these areas
- organizing and transforming into comprehensive structure
-using data to predict trends in the customer base
-performing statistical analyst
Partner with product lead, design and engineer leads and developers to build tools and workflows.
Candidates with 10+ yrs experience
-help craft roadmap and team goal
-facilitate engineering sizing, scoping, biweekly sprint planing and bug triage
-lead development efforts to meet product and company goals
- measure team progress towards roadmpas
-leads post mortem and retrospectives
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