(AI) Lead Principal Machine Learning Engineer at Backbase

Vietnam

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Not SpecifiedCompensation

Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

N/AIndustries

Requirements

Bachelor’s or Master’s degree in Computer Science, Statistics, or Data Science
3+ years of experience in data science or machine learning roles, with a proven track record of deploying ML models in production
Strong hands-on experience with machine learning frameworks (e.g., TensorFlow, PyTorch, Scikit-Learn)
Expertise in building and optimizing data pipelines using tools such as Spark, Airflow, or similar
Excellent problem-solving skills, with an ability to work independently and collaboratively in a fast-paced environment
Experience with NLP, recommendation systems, or computer vision
Experience working with large-scale data infrastructure and distributed systems

Responsibilities

Develop, deploy, and maintain machine learning models that solve business problems and drive product success
Design and execute experiments, and create actionable insights through data analysis
Lead the design of data pipelines to facilitate the training and deployment of machine learning models
Mentor junior data scientists and machine learning engineers, providing guidance on best practices and technical expertise

Skills

Key technologies and capabilities for this role

TensorFlowPyTorchScikit-LearnSparkAirflowNLPRecommendation SystemsComputer VisionLLMsData PipelinesDistributed Systems

Questions & Answers

Common questions about this position

What experience is required for this Lead Principal Machine Learning Engineer role?

Candidates need a Bachelor’s or Master’s degree in Computer Science, Statistics, or Data Science, plus 3+ years of experience in data science or machine learning roles with a proven track record of deploying ML models in production. Strong hands-on experience with machine learning frameworks like TensorFlow, PyTorch, Scikit-Learn is required, along with expertise in data pipelines using Spark, Airflow or similar, and experience with NLP, recommendation systems, or computer vision.

What does the compensation and benefits package include?

The role offers competitive compensation, benefits, and career growth opportunities.

Is this a remote position or does it require office work?

This information is not specified in the job description.

What is the team environment like at Backbase?

You will be part of an innovative, supportive, and diverse team, working closely with cross-functional teams in a fast-paced environment.

What makes a strong candidate for this machine learning engineer position?

A strong candidate has 3+ years deploying ML models in production, expertise in ML frameworks and data pipelines, experience with NLP or recommendation systems, and the ability to lead designs, mentor juniors, and solve complex problems independently and collaboratively.

Backbase

Engagement banking platform for digital transformation

About Backbase

Backbase offers an Engagement Banking Platform that helps banks modernize their customer interactions and internal operations by replacing outdated IT systems. The platform allows banks to enhance customer journeys and eliminate operational silos, empowering both customers and employees. Backbase stands out by providing out-of-the-box web and mobile solutions, along with Model Bank accelerators that simplify digital transformation. The company generates revenue through platform usage fees, comprehensive documentation, and training, while also enabling banks to create unique features with their open APIs and SDK.

Amsterdam, NetherlandsHeadquarters

2003Year Founded

$128.4MTotal Funding

GROWTH_EQUITY_VCCompany Stage

FintechIndustries

1,001-5,000Employees

Benefits

Hybrid Work Options

Risks

Emerging regulations like the EU AI Act may increase compliance costs for Backbase.

Competition from other fintech companies could erode Backbase's market share.

Integration challenges with TD Bank may arise if customer expectations are not met.

Differentiation

Backbase's platform offers seamless integration with any back-end system for banks.

The company provides out-of-the-box web and mobile journeys for digital transformation.

Backbase's Model Bank accelerators embody industry best practices for rapid implementation.

Upsides

Partnership with TD Bank enhances digital experiences for over two million cardholders.

Collaboration with Seven expands Backbase's influence in Africa and the Middle East.

Increased AI adoption in banking offers Backbase opportunities to enhance platform capabilities.

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