ML / Data Science Engineer

3 days ago


Singapore Uplers Full time

Job Title: ML / Data Science Engineer at Anervea
As an ML / Data Science Engineer at Anervea, you will be responsible for designing, training, deploying, and maintaining machine learning models across multiple products. Your primary tasks will include:
Building models to predict clinical trial outcomes.
Extracting insights from structured and unstructured healthcare data.
Supporting real-time scoring for sales or market access scenarios.
Collaboration with AI engineers, backend developers, and product owners will be essential to translate data into product features that are explainable, reliable, and impactful.
Your key responsibilities will involve:
Developing and optimizing predictive models using algorithms like XGBoost, Random Forest, Logistic Regression, and ensemble methods.
Engineering features from real-world healthcare data.
Analyzing datasets from various sources.
Building end-to-end ML pipelines.
Ensuring model explainability and robustness.
Validating models against real-world outcomes.
Preparing clean datasets.
Communicating insights clearly to relevant teams.
Technical skills required include:
Strong programming abilities in Python.
Experience with statistical modeling and classification algorithms.
Solid understanding of feature engineering, model evaluation, and validation techniques.
Experience with healthcare data, unstructured data, and cleaning techniques.
Knowledge of SQL and NoSQL databases.
Familiarity with ML lifecycle tools.
Bonus: Experience with LLMs or NLP preprocessing.
Personal attributes include:
Strong analytical and problem-solving skills.
Attention to detail.
Willingness to learn life sciences concepts.
Clear communication skills.
Independence in learning new ML and data science trends.
Reliability in delivering outcomes.
Bonus qualities:
Experience in healthcare modeling.
Published work in data science.
Strong business intuition for product decisions.
The interview process will begin with a technical round with the Head of Engineering. To apply, click on "Apply" on our portal, complete the Screening Form, and upload your updated resume.
About Uplers: Our aim is to make hiring reliable, simple, and fast. We support talents in finding relevant contractual onsite opportunities and assist with any engagement challenges. If you're ready for a new challenge and a great work environment, we encourage you to apply today. We look forward to welcoming you aboard
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