Senior Data Scientist
atBank of Ayudhya PCL (Krungsri)Responsibilities
- Identify valuable data sources and automate data collection processes.
- Undertake preprocessing and transformation of structured and unstructured data.
- Analyze large datasets to discover meaningful trends, patterns, and business insights.
- Build and deploy predictive models, machine learning algorithms, and NLP models (classification, clustering, topic modeling, sentiment analysis).
- Combine models through ensemble techniques to improve accuracy.
- Design and maintain end-to-end data pipelines and migrate workflows to cloud platforms (e.g., Databricks, BigQuery, PySpark).
- Develop and maintain dashboards (Power BI, Looker, Tableau) to communicate insights effectively.
- Collaborate with cross-functional teams including product, engineering, and business stakeholders to align data solutions with business needs.
- Propose solutions and strategies to address complex business challenges.
Qualifications
- Bachelor’s or Master's degree in Data Science, Statistics, or related field
- Proven experience as a Data Scientist or Data Analyst, with demonstrated success in building and deploying data-driven solutions.
- Strong proficiency in Python, SQL, PySpark; experience with big data platforms (Databricks, BigQuery, Redshift, Hadoop).
- Solid understanding of machine learning and deep learning frameworks.
- Experience in data mining, feature engineering, and statistical modeling.
- Strong math and statistical skills; analytical mindset with problem-solving aptitude.
- Excellent communication and presentation skills to engage with both technical and non-technical stakeholders.
- (Preferred) Experience with stream processing, NLP, and scalable ‘big data’ stores.
Applicants can read the Personal Data Protection Announcement of the Bank's Human Resources Function by typing the link from the image that stated below
EN: (https://krungsri.com/b/privacynoticeen)
ผู้สมัครสามารถอ่านประกาศการคุ้มครองข้อมูลส่วนบุคคลส่วนงานทรัพยากรบุคคลของธนาคารได้โดยการพิมพ์ลิงค์จากรูปภาพที่ปรากฎด้านล่าง
ภาษาไทย: (https://krungsri.com/b/privacynoticeth)
หมายเหตุ ธนาคารมีความจำเป็นและจะมีขั้นตอนการตรวจสอบข้อมูลส่วนบุคคลเกี่ยวกับประวัติอาชญากรรมของผู้สมัคร ก่อนที่ผู้สมัครจะได้รับการพิจารณาเข้าร่วมงานกับธนาคารกรุงศรีฯ
Remark: The bank needs to and will have a process for verifying personal information related to the criminal history of applicants before they are considered for employment with the bank.
Experience required
- any or no experience
Salary
- Negotiable
Job function
- IT / Programming
- Analyst
Job type
- Full-time
Company overview
Bank of Ayudhya Public Company Limited, commonly known as Krungsri, is the fifth-largest bank in Thailand in terms of assets, loans, and deposits. Established on January 27, 1945, Krungsri offers a comprehensive range of banking and financial services to both individual and corp ...
Why join us: Joining Krungsri means becoming part of a leading financial institution with a rich history and a strong commitment to innovation and excellence. As a member of the MUFG network, employees have access to international expertise and opportunities for global collaboration.&nbs ...
Benefits
- Professional development
- Social Security
- Annual bonus
- Corporate Social Responsibility Initiatives
- Dental Insurance
- Health Insurance
- Learning & Development Opportunities
- Life Insurance
- Performance bonus
- Transport Allowance