Jersey City, New JerseySkills :
machine learning,Artificial Intelligence,pythonDescription :
Looking for a senior Machine Learning engineer who will be responsible for developing solutions that leverage Trade Surveillance to find suspicious activities & improve the monitoring, optimize existing business processes within Compliance and provide intelligent decision support aids. In this role, the candidate will be part of the core development team and interface directly with architecture team who will develop architectural solutions to meet business requirements. Knowledge of Compliance processes or investment banking experience is desirable.Required Skills:
10+ years of overall IT experience
Expert on or have significant experience with Artificial Intelligence, Machine learning algorithms, Natural Language Processing, insight extractions from user notes
Statistical modelling experience is a MUST
Deep understanding and knowledgeable about text search, databases internals and graph stores
Experience working with Hadoop, HBase, Spark, and Python
Working knowledge some of the latest advancements in the deep learning space like Tensorflow, seq2seq, RNN, word2vec etc.
Experience in Large Scale Data Mining with modern parallel architectures (e.g., CUDA framework)
Knowledge and experience in some of the AI platform like Watson etc.
Expertise in various data integration/ETL tools, application integration, business process and data science tools
Experience with streaming architectures and micro service-based ecosystems.
Strong conceptual, logical and physical architecture design experience
Excellent analytical and problem-solving skills with great interpersonal dispositions and communication skills.
Strong knowledge of various DMBS systems including NoSQL architectures and design principles.
Experience with delivery in agile workflows across multiple geographies.
Excellent understanding of algorithms and data structures for optimization
Experience in a financial industry is a plus
Participates in design, development review and implementation of deliverables
Candidate must be a strong team player/lead with good communication skills.
Strong analytical skills and enjoys solving complex technical problems.
Should be self-motivated and proactive.
Highly organized and works well under tight timelines
A Master's Degree or PhD. in a Data Science, Applied Mathematics, Computer Science. Statistics
Previous experience in Trade Surveillance, Exchange Traded Products, Compliance
• Previous experience research and development work, publish white papers
Experience of end to end implementations in ServiceNow platform
Implemented Service Portal and created custom Widgets for the User Service Portal.
- Configured Applications using ServiceNow tool used in ITIL Management. Strong understanding of ITIL V3. Deep functional and technical knowledge of the ServiceNow platform