Apptad-Machine Learning Engineer (MLE)

We are seeking a production-focused Machine Learning Engineer (MLE). Unlike a traditional Data Science role, this position prioritizes the engineering, deployment, and scalability of machine learning systems. You will be responsible for moving models from research to production, ensuring they are robust, integrated into our cloud infrastructure, and compliant with industry standards., * MLOps on AWS: Lead the end-to-end MLOps lifecycle within the AWS ecosystem, with a focus on CI/CD for machine learning and automated model monitoring.

• Infrastructure & Data Modeling: Design and implement scalable infrastructure architecture, including complex data models specifically structured for ML workloads.
• ML Pipelines: Build and maintain automated pipelines to handle data ingestion, preprocessing, training, and deployment at scale.
• Feature Engineering: Develop and optimize sophisticated feature engineering workflows to enhance model accuracy and operational efficiency.
• Regulatory & Data Engineering: Bridge the gap between data engineering and model deployment while adhering to strict regulatory requirements inherent to the life sciences industry.

Proven track record as an MLE with experience productionizing models (rather than just DS/Analytics).

Cloud Platform

Expert knowledge of AWS (SageMaker, Lambda, Glue) for ML applications.

Data Engineering

Strong background in data engineering, ETL design, and data modeling.

Domain Knowledge

Experience in the Healthcare or Life Sciences sector.

Compliance

Understanding of regulatory experience and working within regulated data environments.

Education & Experience

• Bachelor’s degree in Business Administration, Information Technology, or a related field.

Apptad offers strategic consulting, enterprise information management and digital transformation services. With globally connected offices in US and India along with a team of trained and certified IT resources, Apptad ensures quick and effective delivery to its customers.Apptad is relentlessly reinventing the outlook of how companies leverage data.

With an effort to enable our customers the ability to solve biggest problems within their organization.We perceive our clients’ problems and respond with custom solutions instead of handing over boilerplate responses.

OUR MISSION

Customer Focus: We listen carefully to the needs of our clients so that we know what’s important for their business and can design a customized solution for their business.

Innovation: As a firm, we believe in constantly upgrading ourselves and improving our solutions to adapt to the changing landscape of technology.

Accountability and Ethics: We believe in taking our commitments as seriously as our customers and living up to them while building trust for a long term business relationship.