Expert Data Scientist - Observability

Posted:
10/10/2024, 5:47:38 AM

Experience Level(s):
Senior

Field(s):
AI & Machine Learning ⋅ Data & Analytics

Workplace Type:
On-site

Feedzai is the world’s first RiskOps platform for financial risk management, and the market leader in safeguarding global commerce with today’s most advanced cloud-based risk management platform, powered by machine learning and artificial intelligence. Feedzai is securing the transition to a cashless world while enabling digital trust in every transaction and payment type. The world’s largest banks, processors, and retailers trust Feedzai to protect trillions of dollars and manage risk while improving the customer experience for everyday users, without compromising privacy. Feedzai is a Series D company and has raised $282M to date. With a valuation of +$1.5B, the company's technology protects 900 million people in 190 countries. 

The Product Team builds our product to disrupt the RiskOps/financial crime industry from a data-led approach. We partner with our clients using a holistic lens and have result-driven solutions to manage financial risk with a cloud-first platform and a world-class user experience. Being part of this team, you have a voice in planning, strategizing, and challenging the status quo. Your thoughts and ideas are valued. Our fast-paced and open environment encourages us to lean in, try new things, and discover our potential. We define and act on what could be in tomorrow's world, not on what is today.

The Product Data Science role requires an engineer at heart who is able to lead and guide Data Science/Machine Learning teams to deliver Feedzai financial crime fighting products. The role requires deep data science knowledge allowing the teams to have strong support at a strategic level. Besides technical leadership, you will hire top-class data scientists/machine learning engineers as well as plan the execution of product development driven by the product management team. You need to be able to lead by example with a positive attitude bringing out the best of people. This role is key to achieving success at Feedzai making sure we are on top of the game with respect to ML/AI Observability and Governance practices.


Your Day to Day:

  • Understanding the data Feedzai generates and processes.
  • Provide technical leadership to the team from driving architecture, design, and experimental setups up to building working prototypes.
  • Be responsible for the planning, execution, and success of technical projects.
  • Work with key stakeholders across all groups within the Engineering and Product Teams.
  • Develop scalable data pipelines with tools such as Airflow and Trino.
  • Analyze data using the Python scientific stack (NumPy, Pandas, SciPy, scikit-learn, ...) while leveraging distributed computing, e.g. with PySpark.

 You Have & You Know How:

  • 3+ years of experience in ML Observability
  • 3+ years of experience with very large datasets.
  • 5+ years of experience in applied ML.
  • 5+ years of data science work including experiment design.
  • Experience in communicating complex concepts to customers and/or key stakeholder.

We Value If You Have:

  • Experience working in Machine Learning Platform initiatives.
  • Experience working with time-series (exponential moving averages, forecasting, etc.)
  • Knowledge of Big Data technologies such as Spark, Hadoop and related.
  • Knowledge of tree based algorithms (Random Forests, XGBoost, LightGBM).
  • Knowledge of Deep Learning algorithms.
  • Experience within the fraud detection, compliance and/or digital payments domains.
  • Practical experience with Kubernetes.
  • Be able to handle stakeholder’s expectations and push-back when necessary to ensure the success of the initiative.
  • Be solution-oriented, and when issues arise, be able to roll up your sleeves and tackle them with a ‘get it done’ attitude.

 

#LI-Remote #LI-IP1


Your First 30-Days at Feedzai:

You will be immersed in our brand with training, connections, and one-on-one time with your manager. You may shadow your colleagues virtually or onsite at an office depending on where you work as you are supported through your Feedzai journey. In addition, you will have access to a ton of information to give you history, context, and all the knowledge you can handle about Feedzai and the team. Finally, you will start working on projects and collaborating on work currently being done. We can't wait to have you join the team!

Life at Feedzai Instagram

Feedzai Culture


Feedzai is an Equal Opportunity Employer and we value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.

Feedzai does not accept unsolicited resumes from recruiters or employment agencies. 

Feedzai will use the personal data you provide us with by filling out this form for reviewing your application and to potentially negotiate a contract with you. Your personal data will be retained by Feedzai for 24 months following your application. Please see our Privacy Notice available at https://feedzai.com/about-us/privacy/  for more information on how we process your personal data.

 

Feedzai

Website: https://feedzai.com/

Headquarter Location: Coimbra, Coimbra, Portugal

Employee Count: 251-500

Year Founded: 2009

IPO Status: Private

Last Funding Type: Venture - Series Unknown

Industries: Analytics ⋅ Artificial Intelligence (AI) ⋅ FinTech ⋅ Fraud Detection ⋅ Information Technology