Your responsibilities:
· Work on functional design, process design (including scenario design, flow mapping), prototyping, testing, training, and defining support procedures, in collaboration with an advanced engineering team and executive leadership
· Articulate and document the solutions architecture and lessons learned for each exploration and accelerated incubation
· Conducting assessments of the AI for a given use case and come up with recommendations and alternate ways to achieve the objectives
· Experience in developing classification algorithms and data preparation
· Must have experience in either one or more of the expertise areas like Image processing, Text extraction, clustering, Classification and Embedding models
· Must have experience on developing Drift detection and Model monitoring implementation, good to have experience with AgentEvals for Large Language Models.
Your Profile
Essential skills/knowledge/experience:
* Proven experience of Chat Bot Development using below listed technologies (Mandatory)
* Python, PyCharm, Numpy, Pandas
* Experience with ML, deep learning, TensorFlow, Python, NLP
* MySQL, PostgreSQL, NoSQL, RDBMS Design and modelling
* GitHub, Jenkins
* Data Modelling, Data Wrangling and Extraction
Good To Have Skills:
· Computer Vision problem solution, Advanced pattern matching.
· PII identification and extraction.
· Document type classifiers.
· Standardized form matchers.
Desirable skills/knowledge/experience:
* Bachelor’s degree or higher in computer science, engineering or related field.
* 5-7 years of experience in architecting, positioning and delivering data science and machine learning
* Experience with Supervised and Unsupervised learning algorithms, good to have experience on Classification algorithms
* Experience with Document Type classifier, Pattern matching and PII identification
* Hands on experience in model training, drift detection and feature generation
* Expertise in Agile and can work with at least one of the common frameworks
* Ability to identify network attacks and systemic security issues as they relate to threats and vulnerabilities, with focus on recommendations for enhancements or remediation
* Dev-ops and application security & data security experience
* Securing highly available internet banking application
* Knowledge of client side applications and micro services architecture
* Excellent written and spoken communication skills; an ability to communicate with impact, ensuring complex information is articulated in a meaningful way to wide and varied audiences
* Built effective networks across business areas, developing relationships based on mutual trust and encouraging others to do the same
* Ability to quickly acquire new skills and tools