Standard Chartered
Bangalore
Investment Banking & Asset Management
Job: Technology
Primary Location: Asia-India-Bangalore
Schedule: Full-time
Employee Status: Permanent
Posting Date: 24/Jun/2021, 12:42:31 PM
Unposting Date: Ongoing
About Standard Chartered
We are a leading international bank focused on helping people and companies prosper across Asia, Africa and the Middle East.
To us, good performance is about much more than turning a profit. It’s about showing how you embody our valued behavioursdo the right thing, better together and never settleas well as our brand promise, Here for good.
We’re committed to promoting equality in the workplace and creating an inclusive and flexible cultureone where everyone can realise their full potential and make a positive contribution to our organisation. This in turn helps us to provide better support to our broad client base.
The Role Responsibilities
- Standard Chartered Application Reference Framework (SCARF) drives open source culture with in SCB to enable rapid application development leveraging cloud native technologies, delivering an ecosystem of enterprise connectors and reference data services. It is an enabler for our developers within the Bank to leverage on existing work and to go out to market with application-based solutions much more quickly.
- We are looking for Data Scientist for SCARF who can lead the deliverables for Document Digitization journey. Your primary focus will be to guide team in improving the accuracy and build AI/ML models based on best available options. You should also provide guidance to teams to easily adopt the frameworks.
Minimum Qualifications
- Bachelor’s in one of the followingcomputer science, mathematics, statistics.
- 3+ years of relevant experience.
- Experience in developing highly scalable data infrastructure and distributed systems and enterprise software systems using Java/Python/Go ecosystem.
- Expertise applying machine / deep learning techniques on large structure & unstructured datasets to solve business problems.
Key Responsibilities
- Design & implementation of ML / DL solutions for production.
- Keeping track of industry developments, conducting R&D to incorporate best in class practices and methodologies and sharing the same with team and stakeholders.
Key Expertise
- Proficient in one or more programming languages –Python (must), Java.
- Proficient in Statistical analysis using machine learning algorithms such as natural language processing, logistic regression, kNN, Random Forest, GCNN or gradient boosting.
- Proficient in any one or more of the statistical modelling tools – SAS, R, MATLAB, Pandas etc.
- Strong in deep learning, ML fundamentals and experience with having implemented solutions leveraging the same in more than one projects.
- Experience in using Computer Vision libraries like OpenCV.
- Define means to source data in the best of possible ways (Eg: OCR / ICR, Hadoop)
- Experience with scrubbing data and working with shortcomings of OCR/ICR, Handwritten text
- Experience with Data mining using APIs or building ETL pipelines (prepare data)
- Strong knowledge in ML/DL libraries or platforms: Tensorflow, pytorch, Scikit-learn, keras.
- Strong knowledge in python & packages – Scipy, Numpy, Pandas, Matpotlib.
- Experience with big data infrastructures using Hadoop and Spark and tools such as Pig and Hive will be a plus.
- Exposure to RDBMS, NOSQL, Spark or similar technologies.
- Experience in one or more cloud computing platforms & ML/DL services offered – AWS, GCP, Azure.
- Excellent knowledge of Scrum methodology and related processes.
- Excellent communication and leadership skills.
Regulatory & Business Conduct
- Display exemplary conduct and live by the Group’s Values and Code of Conduct.
- Take personal responsibility for embedding the highest standards of ethics, including regulatory and business conduct, across Standard Chartered Bank. This includes understanding and ensuring compliance with, in letter and spirit, all applicable laws, regulations, guidelines and the Group Code of Conduct.
- Effectively and collaboratively identify, escalate, mitigate and resolve risk, conduct and compliance matters.
Key Stakeholders
- CCIB Solution and Technical Architects
- Development Managers/Leads across CCIB
QUALIFICATIONS:
- Graduate in Computer Science or related courses
- Certification on Data Science, AI/ML is an added advantage
Apply now to join the Bank for those with big career ambitions.
To view information on our benefits including our flexible working please visit our career pages. We welcome conversations on flexible working.
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