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Invesco

at Invesco

4 candid answers
Chandana Srii
Posted by Chandana Srii
Hyderabad
3 - 7 yrs
₹10L - ₹30L / yr
skill iconReact.js
skill iconJavascript
Plotly
skill iconR Language
D3.js
+2 more

Invesco is seeking a skilled React.js Developer with a strong background in data analytics to join our team. The Engineer within the Enterprise Risk function will manage complex data engineering, analysis, and programming tasks in support of the execution of the Enterprise Risk and Internal Audit activities and projects as defined by the Enterprise Risk Analytics leadership team. The Engineer will manage and streamline data extraction, transformation, and load processes, design use cases, analyze data, and apply creativity and data science techniques to deliver effective and efficient solutions enabling greater risk intelligence and insights.

 

Key Responsibilities / Duties:

 

  • Acquire, transform, and manage data supporting risk and control-related activities
  • Design, build, and maintain data analytics and data science tools supporting individual tasks and projects.
  • Maintain programming code, software packages, and databases to support ongoing analytics activities.
  • Exercise judgment in determining the application of data analytics for business processes, including the identification and location of data sources.
  • Actively discover data analytics capabilities within the firm and leverage such capabilities where possible.
  • Introduce new data analytics-related tools and technologies to business partners and consumers.
  • Support business partners, data analysts, consumers’ understanding of product logic and related system processes
  • Share learnings and alternative techniques with other Engineers and Data Analysts.
  • Perform other duties and special projects as assigned by the Enterprise Risk Analytics leadership team and other leaders across Enterprise Risk and Internal Audit.
  • Actively contribute to developing a culture of innovation within the department and risk and control awareness throughout the organization.
  • Keep Head of Data Science & Engineering and departmental leadership informed of activities.

Work Experience / Knowledge:

 

  • Minimum 5 years of experience in data analysis, data management, software development or data-related risk management roles; previous experience in programming will be considered.
  • Experience within the financial services sector preferred

Skills / Other Personal Attributes Required:

 

  • Proactive problem solver with the ability to identify, design, and deliver solutions based on high level objectives and detailed requirements. Thoroughly identify and investigate issues and determine the appropriate course of action
  • Excellent in code development supporting data analytics and visualization, preferably programming languages and libraries such as JavaScript, R, Python, NextUI, ReactUI, Shiny, Streamlit, Plotly and D3.js
  • Excellent with data extraction, transformation, and load processes (ETL), structured query language (SQL), and database management. 
  • Strong self-learner to continuously develop new technical capabilities to become more efficient and productive
  • Experience using end user data analytics software such as Tableau, PowerBI, SAS, and Excel a plus
  • Proficient with various disciplines of data science, such as machine learning, natural language processing and network science
  • Experience with end-to-end implementation of web applications on AWS, including using services such as EC2, EKS, RDS, ALB, Route53 and Airflow a plus
  • Self-starter and motivated; must be able to work without frequent direct supervision
  • Proficient with Microsoft Office applications (Teams, Outlook, MS Word, Excel, PowerPoint etc.)
  • Excellent analytical and problem-solving skills
  • Strong project management and administrative skills
  • Strong written and verbal communication skills (English)
  • Results-oriented and comfortable as an individual contributor on specific assignments
  • Ability to handle confidential information and communicate clearly with individuals at a wide range of levels on sensitive matters
  • Demonstrated ability to work in a diverse, cross-functional, and international environment
  • Adaptable and comfortable with changing environment
  • Demonstrates high professional ethics

Formal Education:

 

  • Bachelor’s degree in Information Systems, Computer Science, Computer Engineering, Mathematics, Statistics, Data Science, or Statistics preferred. Other technology or quantitative finance-related degrees considered depending upon relevant experience
  • MBA, Master’s degree in Information Systems, Computer Science, Mathematics, Statistics, Data Science, or Finance a plus

License / Registration / Certification:

 

  • Professional data science, analytics, business intelligence, visualization, and/or development designation (e.g., CAP, CBIP, or other relevant product-specific certificates) or actively pursuing the completion of such designation preferred
  • Other certifications considered depending on domain and relevant experience

Working Conditions:

 

Potential for up to 10% domestic and international travel

 

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Novo

at Novo

2 recruiters
Dishaa Ranjan
Posted by Dishaa Ranjan
Bengaluru (Bangalore), Gurugram
4 - 6 yrs
₹25L - ₹35L / yr
SQL
skill iconPython
pandas
Scikit-Learn
TensorFlow
+1 more

About Us: 

Small businesses are the backbone of the US economy, comprising almost half of the GDP and the private workforce. Yet, big banks don’t provide the access, assistance and modern tools that owners need to successfully grow their business. 


We started Novo to challenge the status quo—we’re on a mission to increase the GDP of the modern entrepreneur by creating the go-to banking platform for small businesses (SMBs). Novo is flipping the script of the banking world, and we’re excited to lead the small business banking revolution.


At Novo, we’re here to help entrepreneurs, freelancers, startups and SMBs achieve their financial goals by empowering them with an operating system that makes business banking as easy as iOS. We developed modern bank accounts and tools to help to save time and increase cash flow. Our unique product integrations enable easy access to tracking payments, transferring money internationally, managing business transactions and more. We’ve made a big impact in a short amount of time, helping thousands of organizations access powerfully simple business banking.  



We are looking for a Senior Data Scientist who is enthusiastic about using data and technology to solve complex business problems. If you're passionate about leading and helping to architect and develop thoughtful data solutions, then we want to chat. Are you ready to revolutionize the small business banking industry with us?


About the Role: (specific to the role-- describe the role activities/duties, who they interact with, what they are accountable for, how the role operates in the team, department and organization)


  • Build and manage predictive models focussed on credit risk, fraud, conversions, churn, consumer behaviour etc
  • Provides best practices, direction for data analytics and business decision making across multiple projects and functional areas
  • Implements performance optimizations and best practices for scalable data models, pipelines and modelling
  • Resolve blockers and help the team stay productive
  • Take part in building the team and iterating on hiring processes

Requirements for the Role: (these are specific to the role-- technical skills and requirements to fulfill the job duties, certifications, years of experience, degree)


  • 4+ years of experience in data science roles focussed on managing data processes, modelling and dashboarding
  • Strong experience in python, SQL and in-depth understanding of modelling techniques
  • Experience working with Pandas, scikit learn, visualization libraries like plotly, bokeh etc.
  • Prior experience with credit risk modelling will be preferred
  • Deep Knowledge of Python to write scripts to manipulate data and generate automated  reports

How We Define Success: (these are specific to the role-- should be tied to performance management, OKRs or general goals)


  • Expand access to data driven decision making across the organization
  • Solve problems in risk, marketing, growth, customer behaviour through analytics models that increase efficacy

Nice To Have, but Not Required:

  • Experience in dashboarding libraries like Python Dash and exposure to CI/CD 
  • Exposure to big data tools like Spark, and some core tech knowledge around API’s, data streaming etc.


Novo values diversity as a core tenant of the work we do and the businesses we serve. We are an equal opportunity employer, indiscriminate of race, religion, ethnicity, national origin, citizenship, gender, gender identity, sexual orientation, age, veteran status, disability, genetic information or any other protected characteristic. 

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