Careers at VentureDive

Senior Machine Learning Engineer
Pakistan | Full Time | Experienced
Job Brief
We are looking for an experienced and hands-on Senior Machine Learning Engineer to join our growing AI/ML team. You will be responsible for building, deploying, and maintaining advanced machine learning solutions to solve real-world business problems. You should be passionate about data, enjoy building robust models, and be equally comfortable in both research and production environments.

VentureDive Overview
Founded in 2012 by veteran technology entrepreneurs from MIT and Stanford, VentureDive is the fastest-growing technology company in the region that develops and invests in products and solutions that simplify and improve the lives of people worldwide. We aspire to create a technology organization and an entrepreneurial ecosystem in the region that is recognized as second to none in the world.

Key Responsibilities:
  • Work closely with cross-functional teams to identify business problems that can be solved using ML/AI.
  • Conduct deep exploratory data analysis using SQL and other data tools.
  • Develop, train, and evaluate classical and advanced ML models (regression, classification, clustering, deep learning, etc.).
  • Build proof-of-concepts and experiments to test hypotheses and demonstrate business value.
  • Deploy ML models into production environments, collaborating with DevOps and engineering teams for scalable deployment.
  • Monitor and maintain ML models in production, ensuring performance, accuracy, and stability.
  • Collaborate with data engineers, product managers, and business stakeholders.
Required Qualifications
  • 5-8 years of professional experience in ML/AI engineering or related fields.
  • Strong hands-on expertise in SQL for data exploration and analysis (must-have).
  • Proficient in Python and ML libraries such as scikit-learn, TensorFlow, PyTorch, etc.
  • Experience with classical ML algorithms (regression, classification, clustering) as well as deep learning models.
  • Experience with model deployment, serving frameworks, and DevOps practices (Docker, Kubernetes, CI/CD pipelines).
  • Solid understanding of software engineering best practices, version control (Git), and code reviews.
  • Experience with cloud platforms (AWS, GCP, Azure) for model training and deployment.
  • Ability to design and execute POCs and experiments with clear KPIs.
  • Good communication and collaboration skills.

Preferred Qualifications
  • Experience working on Generative AI use cases (LLMs, embeddings, transformers).
  • Exposure to MLOps frameworks and tools (MLflow, Kubeflow, Vertex AI, SageMaker, etc.).
  • Familiarity with data visualization tools (Tableau, Looker, Streamlit, Dash).

What we look for beyond required skills
In order to thrive at VentureDive, you
…are intellectually smart and curious
…have the passion for and take pride in your work
…deeply believe in VentureDive’s mission, vision, and values
…have a no-frills attitude
…are a collaborative team player
…are ethical and honest

Are you ready to put your ideas into products and solutions that will be used by millions?
You will find VentureDive to be a quick pace, high standards, fun and a rewarding place to work at. Not only will your work reach millions of users world-wide, you will also be rewarded with competitive salaries and benefits. If you think you have what it takes to be a VenDian, come join us ... we're having a ball!    

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