We’re looking for an ML Engineer to enable MMBL’s next-gen machine learning capabilities by deploying, monitoring, and scaling ML models on curated and enriched datasets using Kubeflow, Jupyter, and Data lake House. You will play a core role in building production ML pipelines and supporting real-time scoring and retraining workflows.
Job Responsibilities
• Develop and maintain ML pipelines with Kubeflow Pipelines and containerized training environments.
• Work with Spark-curated data from the Data Lake (Min-IO) for feature preparation.
• Deploy and monitor models using best practices in ML Ops, including model registries and drift detection.
• Collaborate with Platform Engineers to optimize compute workloads and inference pipelines.
• Enable downstream integration of ML predictions into BI dashboards and APIs.
Job Requirements:
• Education: Bachelor’s/master’s degree in computer science, Information Technology, or a related field.
• Experience: 3 to 5 years of experience as data scientist.
• Key Skills:
• Strong experience with Kubeflow, Jupyter, and Python ML libraries (Scikit-learn, XG-Boost, etc.).
• Familiarity with ML Ops tools, containerized workflows, and orchestration (Docker, K8s).
• Experience working with structured streaming or batch datasets via Spark.
• Understanding of model evaluation, monitoring, and CI/CD for models.
Job Locations:
Head Office
About MMBL:
Mobilink Microfinance Bank Ltd. is providing banking services to over 48 million registered users including 20+ million monthly active customers across Pakistan. With a hybrid model that combines traditional microfinance with mobile/digital banking technologies, the bank now operates with over 114 branches and 270,000 branchless banking agents and provides a USSD (GSM) based digital channel offering savings, micro enterprise (MSME) loans, small housing loans, remittances, collection (utility bills and loan installments), mobile wallets, insurance, G2P, B2B & B2P payments; thus, playing a leading role in the promotion of financial inclusion.
MMBL is committed to fostering a positive and productive workplace, and our core values reflect this focus. These values include promoting innovation and entrepreneurship, encouraging teamwork and collaboration, and prioritizing a customer-centric approach in all aspects of our business.
Why Join MMBL ?
This is an opportunity for someone who is passionate about making a difference and playing a key role in driving transformative change. Our team is committed to empowering millions with the tools necessary to succeed in the digital age, and we're looking for a talented individual to join us in this endeavor.