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Tata AIA Life Insurance - Data Scientist - Machine Learning
TATA AIA Life InsuranceBangalore30+ days ago
Job descriptionManage end-to-end project deliverables, adhering to timelines, project budgets, and stakeholder expectations. Ensure adherence to Standard Operating Procedures and maintain updated relevant documents. Work with junior team members on projects and coach them on-the-job. Conduct in-house training based on team requirements. Strong experience in multi-scale, multigeography experience of setting up and managing a team of 20+ data scientists. Manage the entire delivery process and be responsible for all aspects of a project to ensure high-quality standards. Understand business problems and address them to solve client problems. Ability to align with the organization's vision with a fair understanding of the insurance industry, regulations, financial markets and the agency business model in order to deliver profitable and sustainable business growth. Has an in-depth understanding of the market of operations and proposes changes if required as per market dynamics. Understands how and to what extent business complexities impacts one's own area of work. Is able to identify trends and analyze performance of self and various branches in one's geography. Has expert knowledge of BA model, BA compensation and Agent commission and progression and uses it to deliver superior performance. Is able to device plans to recruit, develop and sustain distributors on a long term basis with organization. Strives towards achieving proportionate business contribution from all the branches of assigned Required : : Data processing and data science libraries of Python (NumPy, Pandas, Scikit learn, etc.) Experience and understanding of working with massive datasets locally / distributed using tools such as Apache Spark, and familiarity with packages like Vaex, and Dask, and using these datasets to train and develop and train machine learning algorithms. Knowledge of analytical models such as promotion optimization, Natural Language Processing (NLP) including experience in (BERT and DisilBert Models), Cluster Analysis, Segmentation, Next best recommendation, Neural network models, Logistic Regression (Fraud Models, Lapsation etc), ANN based model, LSTM, Transformers, Attention Models, Bagging and boosting, Generative model,. Experience with cloud-based analytics platforms, such as Azure, GCP, or AWS. Familiarity with automated training, deployment, and monitoring of models in production using ML-Ops pipelines. Experience working on projects end-to-end, not just POCs. Experience in machine learning and deep learning. Deep expertise in Python, SAS. Interpersonal skills. Communication skills. Creative thinking skills. Supervising / Leadership skills. Teamwork Skills. Influencing skills. Relationship Building skills. Decision making skills. Graduate / Postgraduate degree from Tier-I / II colleges. Ability to design and review new solution concepts and lead the delivery of high-impact analytics solutions and programs for global clients. Strong understanding of statistical concepts.
Position Title : Data Science.
Department : TDABSG.
Level / Band : VP.
Role Summary :
He or She will be responsible for advancing analytics opportunities in the BFSI- sector, managing project delivery, people, and stakeholders.
The ideal candidate will have a strong background in advanced analytics and experience in leading high-impact analytics solutions and programs with Indian clients.
He / she should have setup and managed large, scaled Business intelligence unit.
Job Description : Key Result Areas :
Stakeholder Management :
- Manage stakeholder interactions through regular updates and grow stakeholder engagement with channel partners.
- Design, plan, and scope projects with stakeholders.
- Explain project methodology and project approach to required stakeholders.
Project Management and Training :
Delivery :
Business Acumen and Strategic Orientation :
Behavioral Skills :
Qualification :
Experience : 16+ years of experience in advanced analytics, running data science function.
(ref : hirist.tech)
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Data Scientist • Bangalore
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