AI ML Engineer

ConfidentialCoimbatore, India

9 days ago

Job description

About The Job

A b o u t N o v i n t i X

NovintiX is a global Engineering and Digital Transformation company serving leading clients across MedTech, Life Sciences, and Healthcare sectors in the US, Ireland, and Europe.

About The Role

We are seeking a highly skilled and experienced AI / ML Engineer to design, build, and deploy data-driven solutions in the healthcare and MedTech domain. The ideal candidate will have expertise in developing and deploying machine learning models, working with large-scale data systems, and implementing AI innovations to solve complex clinical and operational challenges.

K e y R e s p o n s i b i l i t i e s

M a c h i n e L e a r n i n g D e v e l o p m e n t

Design, develop, train, and deploy ML / DL models for clinical and operational use cases.
Develop predictive analytics solutions (e.g., patient risk scoring, diagnostics, readmission prediction).
Fine-tune algorithms using frameworks such as scikit-learn, TensorFlow, and PyTorch.
Apply LLMs, Generative AI, or RAG methods for medical text analysis and documentation automation.
Work with time series data for forecasting, anomaly detection, and trend analysis.

D a t a E n g i n e e r i n g & P r o c e s s i n g

Collaborate with data engineers to build scalable data pipelines using Databricks, Azure Data Factory, and SQL Server.

Process structured and unstructured healthcare datasets; ensure data quality and feature engineering.

Leverage PySpark, Spark SQL, and SQL for large-scale data processing.

M o d e l D e p l o y m e n t & M L O p s

Deploy models into production using MLflow, Azure ML, or Kubeflow.

Monitor and retrain models to maintain performance, reliability, and compliance.

Integrate models into BI tools or clinical applications for real-time insights.

V i s u a l i z a t i o n & R e p o r t i n g

Build dashboards in Power BI, Tableau, or QlikSense to visualize ML outputs.

Communicate insights and model results effectively to technical and non-technical stakeholders.

C o l l a b o r a t i o n & R e s e a r c h

Work cross-functionally with clinicians, analysts, and engineers to define ML problems.

Guide and mentor junior team members.

Research emerging AI / ML methodologies and apply innovations to healthcare data.

Qualifications & Skills

Minimum 5+ years in AI / ML Engineering or Data Science, preferably in Healthcare, MedTech, or Manufacturing.

Programming : Python, SQL, PySpark, Spark SQL

Frameworks : scikit-learn, TensorFlow, PyTorch, Keras

Data Tools : Databricks, Azure Data Factory, Apache Spark

Cloud : Azure (preferred), AWS, GCP

BI Tools : Power BI, Tableau, QlikSense

MLOps : MLflow, Azure ML, Docker, Git, CI / CD

Healthcare Data Standards : HL7, FHIR (advantageous)

Skills Required

Pyspark, Tableau, Tensorflow, Pytorch, Docker, Python, Aws, Spark SQL, Power Bi, Apache Spark, Sql, Azure ML, Git, Azure Data Factory, Gcp, Hl7, Databricks, Keras, Azure, Qliksense

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Ai Ml Engineer • Coimbatore, India