03 Sep
|
Allegis Group
|
Pune
03 Sep
Allegis Group
Pune
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,
- Engaging path of career in an international organization,
- Consistent scope of responsibilities,
📌 Data Scientist (Pune)
🏢 Allegis Group
📍 Pune