Data Scientist II
Honeywell
- Bangalore, Karnataka
- Permanent
- Full-time
As a senior advanced data scientist, you will join a high-performing, global team, and be responsible for designing, developing, and implementing data driven solutions for all Honeywell business groups and functions. You will work closely with application architects to integrate results into operational platforms, including Hadoop and NoSQL architectures.
You will also be responsible for recommending innovative solutions by using various data science methods including hypothesis testing, feature engineering, and also be responsible for defining the data acquisition strategy when required.
This includes stakeholder management by presenting regular updates and final results to senior leadership of the customer organization.
You will also be expected to actively participate in defining and governing our analytics strategy for Honeywell building out AI/ML capabilities of our Forge platform and promoting data science methods and processes across functions.
You will report to the Data Science Site Leader in the Honeywell Industrial Analytics organization, part of the Connected Enterprise. You must have:
Master's degree in Computer Science, Engineering, Applied Mathematics or related field
Exposure to Finance domain and use cases in larger global enterprise setting
Minimum of 3-5 years of Data Science prototyping experience (Python and/or R tool-stack) using machine learning techniques and algorithms such as as k-means, k-NN, Naïve Bayes, SVM, Decision Trees
Minimum of 3-5 years of Machine Learning experience of physical systems
Minimum of 2-4 years of experience with distributed storage and compute tools (e.g. Hive and Spark)
Minimum of 1-2 years of experience in deep learning frameworks like PyTorch, Keras
Experience with designing, building models and deploying pipelines to production using containerized microservices and/or orchestrated batch runs
We value:
PhD degree in Computer Science, Engineering, Applied Mathematics or related field
Experience with Natural Language Processing models
Experience with Streaming Analytics (i.e. Spark Streaming)
Experience with Recurrent Neural Network architectures
Experience with Image Analytics
Experience with SQL
Experience with Tableau
Experience working with remote and global teams
Results driven with a positive can-do attitudeAdditional Information
- Category: Engineering
- Location: Devarabisanahalli Village, KR Varturhobli,, East Taluk - Phase I, Bangalore, KARNATAKA 560103 IND
- Exempt