Machine Learning Engineer
Found in: beBee S AE - 4 weeks ago
Did you know you\'re likely to have used Open Banking in everyday life within the above products without even realising? Once held exclusively by banks, personal financial data is now available for startups and developers to create new financial services and tools to benefit end users
At Tarabut, we are enabling Open Banking in the MENA region, which is made up of over 550 million people We are the first & largest Open Banking platform in MENA & already have a license in Bahrain, Saudi Arabia & Dubai where the banks are being made by regulators to expose APIs. Think how much of an impact you could have, being part of the product mission for that region...
At Tarabut Engineering, we\'re building a culture of continuous professional growth, engineering excellence, and great relationships with colleagues along the way.
We are hiring a Machine Learning Engineer to join the Data team.
About the Data Team:
Data Science and Machine Learning play a central role in Tarabut\'s product roadmap, by enabling us to create differentiated Open Banking products that delight our customers and their users.
Financial data insights targeted to the lending space forms a core part of our roadmap, which depends heavily on our ability to make accurate predictions and inferences at scale, across countries such as UAE, Bahrain, KSA and others. Data Science is a top-class citizen here We are looking for a Machine Learning Engineer, experienced in shipping data-driven services at scale to join the Data organisation and initially, be embedded in the Insights stream-aligned team.
The Insights team is a cross functional team built-up by Backend, Frontend, Machine Learning and QA Engineers, and is actively supported by Data Annotation and Data Platform teams. We are focussed now on building scalable API services that enrich \xe2\x80\x9craw\xe2\x80\x9d financial data across key MENA markets, that our Open Banking products can leverage. Examples of enrichment include categorisation, merchant identification, income estimation and non-discretionary spend estimation.
Our API products run on Kubernetes, and our Data Platform is on AWS. We use Python for data-driven services, and Java for core engineering and customer-facing services.
What you will be working on:
Drive the development of latency-critical, highly available, and performant geo-agnostic financial data enrichment and insights services, as an embedded member of the Insights team for our clients in the Insights and Lending space
Help define the technical strategy for scaling these services to multiple geos and use cases in the MENA and build an associated technology roadmap
Solve challenging problems in identifying the nature of arbitrary financial transactions by leveraging Machine Learning techniques such as NLP
Work closely with Product, Data Platform, Data Asset and DevOps teams comprising of world-class Software Engineers, Data Engineers and Product Managers
Own the services\' end-to-end MLOps lifecycle: from prototyping to solution development, deployment, and monitoring
Promote Agile ways of working across team and foster a highly collaborative, empowered and mission-driven culture
Play a key role in advancing our broader Data capabilities at Tarabut as a member of the Data Science & ML group, collaborating with colleagues in the Data Engineering, Data Analytics and Data Asset groups
Contribute to creating an empowered, state-of-the-art Data organisation with an international presence
Help shape our engineering culture to make Tarabut is an exceptional place to work
For this role you will need:
Experience building Machine Learning models/products
Software Engineering skills encompassing software version control and automated testing
Documentation skills, and continuous integration
Able to write robust and testable code in Python
Experience running real-time ML workloads in a production environment with live users
Deeply knowledgeable on the pydata stack (pandas, numpy, scipy, scikit-learn)
Understanding of NLP techniques for text representation, semantic extraction techniques, data structures and modelling - experience using libraries such as spaCy and transformers
Experience in building microservices in python (we are using FastAPI as a web framework), creating/negotiating APIs and running these services in the cloud in Kubernetes clusters
Excellent communication skills - you are comfortable articulating complex technical concepts and trade-offs to non-experts
Team player with low ego but a strong ambition to build a best-in-class data organisation that works together, shares knowledge and supports each other to succeed
Are thoroughly passionate about the products you build, and driven by empathy for the customer
Would be excited to work in an engineering team that collaborates, shares knowledge, and empowers each other to succeed
Bonus points for experience in a startup or Fintech companies
We don\'t expect you to meet every requirement so please still apply if you feel you are a match.
Join us if you want...
To work for one of the top FinTech\'s in the MENA region you will have the opportunity to work on meaningful and impactful projects that have the potential to change the financial industry
The chance to build a product from scratch and make a difference
We value collaboration and teamwork at Tarabut. You will be working with a talented and diverse team of professionals who are passionate about creating innovative solutions in the FinTech industry. You will have the opportunity to learn from your colleagues and contribute to exciting projects
A competitive compensation package (base + equity)
Regular in person team socials every quarter where we always go to the top local attractions.
The chance to visit our diverse team based in Dubai, United Kingdom, Bahrain and Saudi Arabia.
A chance to make an enormous impact and work in agile ways to achieve our goals
Diversity is one of our strengths...
We\'re a remote first company where team work and collaboration has no barriers. We embrace diversity and encourage talent who bring a range of perspectives to apply for our roles even if you do not match every requirement in the list above. Tarabut makes hiring decisions based on experience, aptitude, skill and sharing our company values. We will not discriminate with regards to any legally protected characteristics.
Tarabut Gateway
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