Job Description
HARMAN’s engineers and designers are creative, purposeful and agile. As part of this team, you’ll combine your technical expertise with innovative ideas to help drive cutting-edge solutions in the car, enterprise and connected ecosystem. Every day, you will push the boundaries of creative design, and HARMAN is committed to providing you with the opportunities, innovative technologies and resources to build a successful career.
A Career at HARMAN
As a technology leader that is rapidly on the move, HARMAN is filled with people who are focused on making life better. Innovation, inclusivity and teamwork are a part of our DNA. When you add that to the challenges we take on and solve together, you’ll discover that at HARMAN you can grow, make a difference and be proud of the work you do everyday.
Job Profile: ML OPs
Are you passionate about developing simple, elegant solutions to complex problems? Do you believe that AI has the potential to transform entire industries? If your answer is "Yes" to the above questions, we’d love to have a chat with you about our AI solutions.
As part of the AI Technology group, we seek a MLOps engineer who can contribute to the MLOps framework of our AI platform and the AI solutions built on top of it. We look for someone who is passionate about solving complex business & technical problems by applying best in class engineering, quality, and security practices in the context of the lifecycle management of the AI models that are designed & deployed for external offers or internal functions use cases.
Our MLOps framework will propose a target operating model for ML models, as well as a technical stack to support this operating model, in the cloud and at the edge. It should cover the different steps of the model lifecycle: data preparation, model training, model deployment, model serving, model monitoring & model retraining. Other aspects related to model governance (reproducibility, explainability, traceability) must also be covered.
If you're excited by the opportunity to positively impact business processes through innovation and application of advanced technologies, you will feel at home.
Responsibilities
Contribute to the definition, architecture, development & maintenance phases of the MLOps technical stack for the AI Hub
Ensure the development process of this stack follows the DevSecOps recommendations & best practices
Contribute to the definition of the MLOps operating model and make sure the MLOps stack enforces this model
Work closely with the other teams from AI Technology group in order to ensure the smooth integration of the MLOps technical stack with the different AI components provided by the group
Work closely with the different AI Hub teams to refine & confirm the needs related to the MLOps technical stack
Work closely with the AI DevEx team to guarantee AI delivery quality
Qualifications - External
Master’s degree in computer science or related field
5+ years of experience in software development
Strong knowledge of DevOps processes at scale and experience of production systems
Strong knowledge of AI & ML technologies, as well as ML model management context
Rigorous mindset, still open to changes
Good team player
At ease in an international work environment
Good understanding of public cloud technologies
Good understanding of data architecture and data privacy
Strong notions of cloud and edge security best practices
Technologies: Github, Python, Azure, AWS, MLFlow, Kubernetes, Terraform
Familiar with agile methodologies: Scrum, SAFe
Note:
Python is mandatory,
Must have: Azure or AWS (AWS sagemaker)
Good to have: CICD tools like: Github actions, Jenkins
Good to have Cloud Engineering Knowledge
Must have - Infrastructure as code experience, general networking concepts
HARMAN is an Equal Opportunity /Affirmative Action employer. All qualified applicants will receive consideration for employment without regard to race,color, religion, sex, ****** orientation, gender identity, national origin,disability or Protected Veterans status. HARMAN offers a great work environment, challenging career opportunities, professional training and competitive compensation. (
www.harman.com
)
A Career at HARMAN
As a technology leader that is rapidly on the move, HARMAN is filled with people who are focused on making life better. Innovation, inclusivity and teamwork are a part of our DNA. When you add that to the challenges we take on and solve together, you’ll discover that at HARMAN you can grow, make a difference and be proud of the work you do everyday.
Job Profile: ML OPs
Are you passionate about developing simple, elegant solutions to complex problems? Do you believe that AI has the potential to transform entire industries? If your answer is "Yes" to the above questions, we’d love to have a chat with you about our AI solutions.
As part of the AI Technology group, we seek a MLOps engineer who can contribute to the MLOps framework of our AI platform and the AI solutions built on top of it. We look for someone who is passionate about solving complex business & technical problems by applying best in class engineering, quality, and security practices in the context of the lifecycle management of the AI models that are designed & deployed for external offers or internal functions use cases.
Our MLOps framework will propose a target operating model for ML models, as well as a technical stack to support this operating model, in the cloud and at the edge. It should cover the different steps of the model lifecycle: data preparation, model training, model deployment, model serving, model monitoring & model retraining. Other aspects related to model governance (reproducibility, explainability, traceability) must also be covered.
If you're excited by the opportunity to positively impact business processes through innovation and application of advanced technologies, you will feel at home.
Responsibilities
Contribute to the definition, architecture, development & maintenance phases of the MLOps technical stack for the AI Hub
Ensure the development process of this stack follows the DevSecOps recommendations & best practices
Contribute to the definition of the MLOps operating model and make sure the MLOps stack enforces this model
Work closely with the other teams from AI Technology group in order to ensure the smooth integration of the MLOps technical stack with the different AI components provided by the group
Work closely with the different AI Hub teams to refine & confirm the needs related to the MLOps technical stack
Work closely with the AI DevEx team to guarantee AI delivery quality
Qualifications - External
Master’s degree in computer science or related field
5+ years of experience in software development
Strong knowledge of DevOps processes at scale and experience of production systems
Strong knowledge of AI & ML technologies, as well as ML model management context
Rigorous mindset, still open to changes
Good team player
At ease in an international work environment
Good understanding of public cloud technologies
Good understanding of data architecture and data privacy
Strong notions of cloud and edge security best practices
Technologies: Github, Python, Azure, AWS, MLFlow, Kubernetes, Terraform
Familiar with agile methodologies: Scrum, SAFe
Note:
Python is mandatory,
Must have: Azure or AWS (AWS sagemaker)
Good to have: CICD tools like: Github actions, Jenkins
Good to have Cloud Engineering Knowledge
Must have - Infrastructure as code experience, general networking concepts
HARMAN is an Equal Opportunity /Affirmative Action employer. All qualified applicants will receive consideration for employment without regard to race,color, religion, sex, ****** orientation, gender identity, national origin,disability or Protected Veterans status. HARMAN offers a great work environment, challenging career opportunities, professional training and competitive compensation. (
www.harman.com
)
💡 Quick Summary
Seeking a career-building opportunity? The Machine Learning Operations | ML Ops Developer position is now open for candidates interested in the Software Developer Jobs sector. This role in Bengaluru offers a professional environment and growth potential.
Requirement Snapshot: Candidates should possess basic communication skills, a proactive attitude, and the ability to work in a team. Experience in Software Developer Jobs is a plus.
