Data Scientist

Job description

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. Key Requirements • Experience with ML, deep learning, TensorFlow, Python, NLP • Python, PyCharm, Numpy , Pandas • 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. Nice to Have • Bachelors degree or higher in computer science, engineering or related field. • 4+ 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 Extra • Stable job in professional team, • Interesting path of career in an international organization, • Consistent scope of responsibilities,