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الوصف الوظيفي

Python Developer – Manager


Role Summary & Description:


Looking for a Python Developer with 10~12 years of IT experience strong 4+ years in python code development. Who will play a key role in Financial Data Analysis, Model development/implementation on multi-Asset, time series data analysis, data anomaly deduction. Strong mathematical quantitative background, ideally with application development in Finance domain.


Implement financial models in Python according to specifications provided by modelers and business users, and suggest best practices for high performance and automated execution. Automate advanced data aggregation methodologies for stand-alone execution in controlled environments. Strong working knowledge of financial and statistical concepts. Ability to manage multiple projects and deadlines while maintaining strict attention to details.


Implement on-the-fly and static data enrichment logic; implement heuristics to regularly monitor wide variances in critical data. Establish processes and procedures for managing and accessing large databases, and for optimizing repetitive or computationally intensive tasks. Create end to end infrastructure for data gathering, data analysis, cleaning, signal generation & model implementation.


Must have Skills:


  • Expert understanding of Python Core concepts, including both functional and class-based design. Experience in writing effective and scalable Python codes independently.
  • Demonstrable experience with a range of common Python packages including NumPy, Pandas, matplotlib, SAlib, Scikit-learn. Independently address and resolve production issues and perform root cause analysis.
  • A deep understanding python basics, multi-process architecture and the threading limitations of Python.
  • Implement financial models in Python according to specifications provided by modelers and business users, and suggest best practices for high performance and automated execution.
  • Automate advanced data aggregation methodologies for stand-alone execution in controlled environments.
  • Experience working with large and complex data sets and coding solutions to address requirements of financial institutions, with a working knowledge of banking regulations preferred.
  • Building CI/CD pipelines and integration with Github, JIRA, Creating data pipelines, automation using AUTOSYS/AIRFLOW.
  • Establish processes and procedures for managing and accessing large databases, and for optimizing repetitive or computationally intensive tasks. Write technical documentation, functional documentation, maintain compliance requirement.
  • Excellent interpersonal, Strong Written and Oral communication, presentation skills. Ability to explain complex concepts in a clear and concise manner.

GOOD TO HAVE SKILLS


  • MLOps and Quantitative Mathematical Model Development experience/implementation using multi-Asset data is plus.
  • Experience in quantitative financial research and market data analysis familiarity with vendors pricing and fundamentals dataset. 4~5 year experience in buy-side or sell-side research is desirable.
  • Cloud AWS/Databricks experience is advantage.

QUALIFICATIONS


Bachelor’s or Master’s degree required in a quantitative field such as finance, econometrics, mathematics, Science/engineering or similar fields. Quantitative data modeling experience desirable.


Key Words


Python Developer, data analysis, financial model development, financial model implementation, time series analysis, statistical model development


Why this role is important to us


Our technology function, Global Technology Services (GTS), is vital to State Street and is the key enabler for our business to deliver data and insights to our clients. We’re driving the company’s digital transformation and expanding business capabilities using industry best practices and advanced technologies such as cloud, artificial intelligence and robotics process automation.


We offer a collaborative environment where technology skills and innovation are valued in a global organization. We’re looking for top technical talent to join our team and deliver creative technology solutions that help us become an end-to-end, next-generation financial services company.


Join us if you want to grow your technical skills, solve real problems and make your mark on our industry.


About State Street



What we do. State Street is one of the largest custodian banks, asset managers and asset intelligence companies in the world. From technology to product innovation, we’re making our mark on the financial services industry. For more than two centuries, we’ve been helping our clients safeguard and steward the investments of millions of people. We provide investment servicing, data & analytics, investment research & trading and investment management to institutional clients.



Work, Live and Grow. We make all efforts to create a great work environment. Our benefits packages are competitive and comprehensive. Details vary by location, but you may expect generous medical care, insurance and savings plans, among other perks. You’ll have access to flexible Work Programs to help you match your needs. And our wealth of development programs and educational support will help you reach your full potential.



Inclusion, Diversity and Social Responsibility. We truly believe our employees’ diverse backgrounds, experiences and perspectives are a powerful contributor to creating an inclusive environment where everyone can thrive and reach their maximum potential while adding value to both our organization and our clients. We warmly welcome candidates of diverse origin, background, ability, age, sexual orientation, gender identity and personality. Another fundamental value at State Street is active engagement with our communities around the world, both as a partner and a leader. You will have tools to help balance your professional and personal life, paid volunteer days, matching gift programs and access to employee networks that help you stay connected to what matters to you.



State Street is an equal opportunity and affirmative action employer. Discover more at www.statestreet.com/careers



About the department



State Street Global Market(SSGM) Research produces cutting edge research in investor behavior, portfolio risk and asset allocation in multi-asset classes including Equity, Fixed Income, FX and Private Equity. SSGM Research a.k.a State Street Associates, LLC (SSA) is a unique partnership of industry and academia dedicated to delivering preeminent research in investor behavior, global asset allocation, risk management, and foreign exchange to investment managers and asset owners. SSGM Research staff work in a collegiate environment just off Harvard Square, Cambridge, USA and Business/Technology teams present in other Countries UK/HSK/China/India designed to foster creative and groundbreaking thought.



Our work is extensively peer reviewed and published in academic and practitioner journals. Our business objectives are to promote State Street’s brand as the leading provider of knowledge resources, decision support and advisory services to global investors and provide valuable, proprietary research to clients in support of our sell-side business, State Street Global Markets. Research direction is provided by leading academics from Harvard and MIT.


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