Position: Machine Learning Lead / Architect
Location: Ashburn, VA
Duration: 6+ Months
Development of applications that predicts failures in network service validation based on information about previous failures and defect correlation, and provides execution guarantee
Participate and lead collaborative brainstorming sessions with customer and users
Provide application design and documentation
Develop Unit Test plans and execute unit test cases
Develop Integration Test plans and perform integration testing
Mentor less experienced team members
Lead AI architecture in delivering value to our client.
Architect, design, and implement large scale and enterprise grade AI solutions.
Assess, estimate, and support opportunities or business development in our clients.
Align business strategy, KPI, and AI use cases.
Apply knowledge of current industry trends and techniques to formulate solutions within the context of assigned projects.
Stay current with AI/ML trends and research. Be a thought leader in AI area.
Prototype and conduct POC of AI solutions.
Work within Travelers standards, processes, and protocols.
Experience with data ETL and data analysis packages and workflows.
Experience with machine learning using packages such as xgboost, sklearn, TensorFlow, etc.
Experience with end-to-end data analysis, wrangling data via SQL or Python, to statistical modelling and hypothesizing
Good understanding of machine learning techniques such as Neural Networks, Random Forest, etc.
Good understanding of natural language processing, machine translation, language detection, etc.
Understanding of cloud networking concepts.
Familiarity with end to end machine learning (ML) platforms such as Sage Maker.
Development in Unix environment
Knowledge of Git, JIRA, Zephyr
SAFe/Agile development process
Strong written and verbal communication skills
Posting ID: 573195259Posted: 2020-09-21