Sr Software Engineer
Job Description Summary
As a Sr Software Engineer - ML, you will play a crucial role in bridging the gap between data science and production, ensuring the seamless integration and deployment of machine learning models into operational systems. You will be responsible for designing, implementing, and managing the infrastructure and workflows necessary to optimize, package, deploy, monitor, and maintain machine learning models at scale.GE Healthcare is a leading global medical technology and digital solutions innovator. Our mission is to improve lives in the moments that matter. Unlock your ambition, turn ideas into world-changing realities, and join an organization where every voice makes a difference, and every difference builds a healthier world.
Job Description
Responsibilities:
Model Deployment and Integration: Collaborate with data scientists to optimize, package and deploy machine learning models into production environments efficiently and reliably.
Infrastructure Design and Maintenance: Design, build, and maintain scalable and robust infrastructure for model deployment, monitoring, and management. This includes containerization, orchestration, and automation of deployment pipelines.
Continuous Integration/Continuous Deployment (CI/CD): Implement and manage CI/CD pipelines for automated model training, testing, and deployment.
Model Monitoring and Performance Optimization: Develop monitoring and alerting systems to track the performance of deployed models and identify anomalies or degradation in real-time. Implement strategies for model retraining and optimization.
Data Management and Version Control: Establish processes and tools for managing data pipelines, versioning datasets, and tracking changes in model configurations and dependencies.
Security and Compliance: Ensure the security and compliance of deployed models and associated data. Implement best practices for data privacy, access control, and regulatory compliance.
Documentation and Knowledge Sharing: Document deployment processes, infrastructure configurations, and best practices. Provide guidance and support to other team members on MLOps practices and tools.
Collaboration and Communication: Collaborate effectively with cross-functional teams, including data scientists and business stakeholders. Communicate technical concepts and solutions to non-technical audiences.
Required Qualifications:
Bachelor's Degree in Computer Science or “STEM” Majors (Science, Technology, Engineering and Math) with a minimum of 6+ years of experience.
Excellent programming skills in languages such as Python.
Experience with machine learning frameworks and libraries (e.g., TensorFlow, PyTorch, scikit-learn).
Proficiency in cloud platforms such as AWS, Azure and related services (e.g., AWS SageMaker, Azure ML).
Knowledge of containerization and orchestration technologies (e.g., Docker, Kubernetes).
Familiarity with DevOps practices and tools (e.g., Git, Jenkins, Terraform).
Experience with monitoring and logging tools (e.g., Prometheus, Grafana, ELK stack).
Familiarity with software engineering principles and best practices (e.g., version control, testing, debugging).
Good problem-solving skills and attention to detail.
Excellent communication and collaboration skills.
Ability to work effectively in a fast-paced and dynamic environment.
Desired Characteristics:
Experience with big data technologies (e.g., Hadoop, Spark).
Knowledge of microservices architecture and distributed systems.
Certification in relevant technologies or methodologies (e.g., AWS Certified Machine Learning Specialty, Kubernetes Certified Administrator).
Experience with data engineering and ETL processes.
Understanding of machine learning concepts and algorithms.
Understanding of Large Language Models (LLM) and Foundation Models (FM).
Certification in machine learning or related fields.
Inclusion and Diversity
GE Healthcare is an Equal Opportunity Employer where inclusion matters. Employment decisions are made without regard to race, color, religion, national or ethnic origin, sex, sexual orientation, gender identity or expression, age, disability, protected veteran status or other characteristics protected by law.
We expect all employees to live and breathe our behaviors: to act with humility and build trust; lead with transparency; deliver with focus, and drive ownership – always with unyielding integrity.
Our total rewards are designed to unlock your ambition by giving you the boost and flexibility you need to turn your ideas into world-changing realities. Our salary and benefits are everything you’d expect from an organization with global strength and scale, and you’ll be surrounded by career opportunities in a culture that fosters care, collaboration and support.
#LI-AM11
#LI-Hybrid
Additional Information
Relocation Assistance Provided: No
Share job link
Get notified for similar jobs
Failure!
Profile recommendations
Similar Jobs
-
Sr Software Engineer
GE Healthcare Category Digital Technology / IT Posted Date 02/26/2025 Job Id R4020052 Location Bengaluru, Karnataka, India, 560066
You will be responsible for designing, implementing, and managing the infrastructure and workflows necessary to optimize, package, deploy, monitor, and maintain machine learning models at scale. Model...
-
Staff Software Engineer - ML
GE Healthcare Category Digital Technology / IT Posted Date 03/14/2025 Job Id R4020467 Location Bengaluru, Karnataka, India, 560066
You will be responsible for designing, implementing, and managing the infrastructure and workflows necessary to deploy, monitor, and maintain machine learning models at scale. Model Deployment and Int...
-
Staff Software Engineer - ML
GE Healthcare Category Digital Technology / IT Posted Date 03/25/2024 Job Id R4004890 Location Bengaluru, Karnataka, India, 560066
As a Staff Machine Learning Engineer, you will play a crucial role in bridging the gap between data science and production, ensuring the seamless integration and deployment of machine learning models...
-
Software Engineer
GE Healthcare Category Digital Technology / IT Posted Date 02/23/2025 Job Id R4019803 Location Bengaluru, Karnataka, India, 560066
Model Deployment and Integration: Collaborate with data scientists to optimize, package and deploy machine learning models into production environments efficiently and reliably. As a Software Engineer...
-
Software Engineer
GE Healthcare Category Digital Technology / IT Posted Date 03/04/2025 Job Id R4020515 Location Bengaluru, Karnataka, India, 560066
As a Software Engineer, you will play a crucial role in bridging the gap between data science and production, ensuring the seamless integration and deployment of machine learning models into operation...
-
Staff Software Engineer
GE Healthcare Category Digital Technology / IT Posted Date 02/23/2025 Job Id R4019798 Location Bengaluru, Karnataka, India, 560066
As a Staff Software Engineer, you will play a crucial role in bridging the gap between data science and production, ensuring the seamless integration and deployment of machine learning models into ope...
-
Staff Software Architect
GE Healthcare Category Digital Technology / IT Posted Date 02/23/2025 Job Id R4019800 Location Bengaluru, Karnataka, India, 560066
The ideal candidate will have a technical background in AI engineering, data engineering, and AWS cloud computing, with excellent problem-solving skills, and a passion for designing innovative solutio...
-
Staff Software Engineer
GE Healthcare Category Digital Technology / IT Posted Date 03/05/2025 Job Id R4019716 Location Bengaluru, Karnataka, India, 560066
As a Staff Software Engineer, You will be involved in designing, deploying, and operationalizing AI/ML services in production environments. You will be a key contributor in building and maintaining ro...
-
Staff Software Engineer
GE Healthcare Category Digital Technology / IT Posted Date 02/13/2025 Job Id R4018208 Location Bengaluru, Karnataka, India, 560066
As a Staff Software Engineer within PCS Service Technology Team, you will be responsible for owning the design and implementation of features/functionality of next generation remote service technology...
Jobseekers Also Viewed
-
Sr. Software Engineer
Category Digital Technology / IT Mid-Career Posted Date 04/02/2025 Job Id R4020719 Location Bengaluru, Karnataka, India, 560066
Job Description SummaryAs a Sr Software Engineer, you will be responsible for delivering Core UI Components and Services that empower software teams across four PCS product teams to rapidly create and
-
Staff Software Engineer
Category Digital Technology / IT Mid-Career Posted Date 03/26/2025 Job Id R4021874 Location Bengaluru, Karnataka, India, 560066
Provide Technical Leadership to define, design, develop and support software in a fast paced, Agile environment using latest software development technologies and infrastructure. Experience working wi...
-
Sr Software Engineer
Category Digital Technology / IT Mid-Career Posted Date 03/06/2025 Job Id R4020665 Location Bengaluru, Karnataka, India, 560066
Team needs help to design, build, and maintain user-facing experiences, APIs, scalable distributed services, and systems – driving software engineering best practices and delivering high quality softw...
-
Staff Software Engineer
Category Digital Technology / IT Mid-Career Posted Date 03/05/2025 Job Id R4019716 Location Bengaluru, Karnataka, India, 560066
As a Staff Software Engineer, You will be involved in designing, deploying, and operationalizing AI/ML services in production environments. You will be a key contributor in building and maintaining ro...
-
Senior/Staff Firmware Engineer
Category Digital Technology / IT Mid-Career Posted Date 02/05/2025 Job Id R4018090 Location Beijing, Beijing, China, 100176
Responsible for ensuring the quality of his or her design. Experience in embedded system design with NIOS, Arm, DSP or other kinds of 32/16/8 bit MCU. Experience in FPGA design, VHDL or verilog langua...
How would you rate your experience popup