ML Scientist - Operations Business Process Reengineering, Advanced Analytics
Location
Bangalore | India
Job description
Key Qualifications
- 5+ years practical experience solving real world problems and understanding of algorithms for classification, regression, clustering, and anomaly detection
- Experience with database modeling, data warehousing principles and SQL
- Familiarity with big data technologies eg: Hadoop, Spark, Hive
- Ability to comprehend and debug complex systems integrations spanning tools and teams. Strong critical thinking and problem solving ability
- Sound communication skills - adept at messaging domain and technical content, at a level appropriate for the audience.
- Innate curiosity and bias to action with expert ability to identify, define and execute project plans and develop modeling approaches suitable for the problem
- Strong partner - invested in the collective success of the team and project outcomes
- Self-sufficient with an ability to thrive in an environment of autonomy amidst ambiguity
- Experience with data acquisition tools (e.g. SQL), data mining and data visualization
- Experience prototyping and developing software in programming languages (Java/C++/Python/Perl)
- Supply chain operations planning and material management experience and/or prior role in supporting supply chain business processes preferred
- Experience with large data sets, big data and analytics
- Strong communication and presentation skills
Description
As an ML Scientist, we look forward to your implementing data science pipelines and applications in a general programming language such as Python, Scala, Java or C++ - Deliver data analytics to the organization at scale as a key member of a small team of experts - Design and develop Machine Learning based models to solve complex supply chain problems, with a focus on predictive analytics and forecasting - Build large scale execution models in ambiguous environments - Collaborate effectively with other business partners (supply demand planners, retail team, apple care etc.), peer data scientists, and IT groups - Determine essential tradeoffs within the models and take an active role in clearly communicating the recommendations to senior management
Education & Experience
BTech in Computer Science or IT / MBA from a premier school
Job tags
Salary
