Data Science Manager
Confirmed live in the last 24 hours
Locations
Remote
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Computer Vision
Data Analysis
Data Science
Data Structures & Algorithms
Pytorch
Tensorflow
Natural Language Processing (NLP)
Python
Requirements
- Minimum of 5 years experience working on complex AI and Machine Learning projects
- Team lead experience managing Junior and Senior Data Scientists
- Extensive hands on experience in delivering Data Science models
- Extensive experience engaging with stakeholders to understand problem statements and converse with non-technical audiences alike
- Demonstrated ability to adapt quickly and manage an environment of rapid change and development, and lead others through this process
- Evidence to success in design and build of advanced data analytics solutions
- Exceptional communication skills and stakeholder management experiences
- Sound knowledge of Python and general software development skills (source code management, debugging, testing, deployment, etc.)
- Keen understanding of text pre-processing and normalization techniques, such as tokenization, and POS tagging
- Ability to design NLP pipelines to meet customer requirements
- Familiarity with different approaches for training entity tagging models (e.g. CRF, RNN, CNN, Transformer)
- Familiarity with deep learning frameworks such as Tensorflow and Pytorch
- Familiarity with computer vision deep learning algorithms a plus (CNN, RCNN)
- BS, MS and or PhD in Computer Science, Physics, Mathematics, etc
- Prior experience consulting in the financial services sector on Data Science projects is a major plus
Responsibilities
- Experience in engaging with both technical and non-technical stakeholders
- Leading teams delivering automated document workflows that meet client needs
- Supporting client sales conversations and proposal preparation
- Machine learning and information retrieval
- Natural language processing and text analytics
Desired Qualifications
- Experience with asynchronous programming is a plus