Machine Learning Engineer

Aptino, Inc.; Exton (PA); On-site; USD 190,000 - 260,000; Full time

Job summary

Aptino, Inc. in Exton, PA is seeking a senior machine learning engineer to lead and implement complex ML initiatives for production systems.

You will design and deploy end-to-end ML pipelines using Databricks, MLflow, PySpark and Spark, and leverage AWS services including SageMaker, Lambda and S3.

The role requires 10+ years of ML experience, strong knowledge of supervised and unsupervised algorithms, and excellent SQL skills for large-scale data.

Qualifications

• 10+ years of machine learning experience.
• Hands-on with Databricks ML & MLflow.
• Proficient in Python, PySpark and Apache Spark.
• Experience building end-to-end ML pipelines.
• Strong knowledge of supervised and unsupervised algorithms.
• Experience with AWS services including SageMaker and Step Functions.
• Strong SQL skills with large-scale datasets.

Skills

ML experience 10+ years

Databricks ML & MLflow

Python / PySpark / Spark

End-to-end ML pipelines

ML algorithms (supervised & unsuperv)

AWS services (SageMaker, Lambda, S3)

SQL on large datasets

Tools

Databricks

AWS

Sagemaker

Bedrock

Python

Job description

Required Skills

• 10+ years of Machine Learning experience.
• Strong hands-on experience with Databricks Machine Learning and MLflow.
• Proficiency in Python, PySpark, and Apache Spark.
• Experience building end-to-end ML pipelines, including feature engineering, model training, evaluation, and deployment.
• Strong knowledge of supervised and unsupervised machine learning algorithms.
• Experience with AWS services such as Lambda, S3, Glue, ECS/EKS, SageMaker, and Step Functions.
• Strong SQL skills and experience working with large-scale datasets.

Must Have skills

• Databricks
• AWS
• Sagemaker
• bedrock
• Python