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Senior Software Engineer- MLOps Platform DevOps Lead


India

India || 874 Days Ago


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India

Category :Vacant
Country :India
publish date :2023-12-06
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Description


Working with Us Challenging. Meaningful. Life-changing. Those aren’t words that are usually associated with a job. But working at Bristol Myers Squibb is anything but usual. Here, uniquely interesting work happens every day, in every department. From optimizing a production line to the latest breakthroughs in cell therapy, this is work that transforms the lives of patients, and the careers of those who do it. You’ll get the chance to grow and thrive through opportunities uncommon in scale and scope, alongside high-achieving teams rich in diversity. Take your career farther than you thought possible. Bristol Myers Squibb recognizes the importance of balance and flexibility in our work environment. We offer a wide variety of competitive benefits, services and programs that provide our employees with the resources to pursue their goals, both at work and in their personal lives. Read more: careers.bms.com/working-with-us. Key Responsibilities: Lead a team of engineers to build, enhance and support technical platforms that meet the needs of the Data Scientist for operationalizing Machine Learning models including feature engineering, model cataloging, deployment to a compute environment, and model monitoring. Integrate the various technologies part of a platform to insure friction-less user experience Implementation automations to provision and upgrade platforms in AWS Cloud to increase efficiency and speed-to-delivery Understand the MLOps management platform landscape and participate in advancing, optimizing and/or simplifying it Work closely with Platform Architects to define and implement platform roadmaps Participate in proof-of-concepts to evaluate new and emerging technologies relevant to Data Solutions Oversee Incident and problem management Oversee the planning and deployment of platform upgrade Perform platform-related services Troubleshoot advanced deployment and cloud (Relevant to MLOps Platform) infrastructure issues Develop SOP, workbooks and knowledge articles to ensure consistent and reliable platform operations Ensure Data Platforms are scalable, available, reliable, secure and generally meet agreed SLAs Engage with technology partners to further advance the MLOps platforms and to maintain robust in-house knowledge required to successfully fulfill our responsibilities Take part to vendor management Work Experience Combined 8+ years of experience working as a platform/infrastructure engineering, including 3+ years in operations and support experience Certifications BS or MS in Computer Science or related Certification in AWS (Developer/Solution Architect/DevOps/Data Specialty) is a preferable Skills/abilities Hands-on Experience with MLOps technologies ( MLFlow, ModelOps) and Data Science Platforms (Domino Data Lab, AWS Sage maker) Experience with configuration and maintenance of Data Management platforms (Cloudera Data Platform, AWS Data Ecosystem) are a plus Demonstrated ability to support enterprise scale multi-tenant ML Platforms on Cloud Ability to interface with and assist various teams across organization to make best use of the MLOps platform Thorough understanding of and working experience in Cloud eco-system, in particular AWS Experience with CFT/Terraform, Infrastructure as Code (IaC) and configuration languages. Experience with containerization (EKS) based platform deployment with autoscaling. Agile software development. Large-scale distributed software services and solutions. Distributed cloud-computing platforms and technologies like Kubernetes and Spark ecosystem. Programming languages and framework such as SQL, Unix Shell Scripts, Python, Angular, etc. Experience with implementing improvements in areas such as maintainability, scalability, availability, extensibility and security Experience implementing, maintaining, and troubleshooting continuous integration/continuous delivery (CI/CD) Working knowledge of ITSM best practices and tools (e.g. ServiceNow) Working knowledge of information security best practices Operate independently within the guidelines of overall position and objectives Appropriately raise and escalate issues and/or risks and challenge assumptions Demonstrates a strong attention to detail and a commitment to process quality, continuous improvement, and operational excellence. Proven experience of working on application development projects; exceptional working knowledge of common SDLC models Proven experience with Incident resolution management (Includes communication with technical and non-technical stakeholders) If you come across a role that intrigues you but doesn’t perfectly line up with your resume, we encourage you to apply anyway. You could be one step away from work that will transform your life and career. Uniquely Interesting Work, Life-changing Careers With a single vision as inspiring as “Transforming patients’ lives through science™ ”, every BMS employee plays an integral role in work that goes far beyond ordinary. Each of us is empowered to apply our individual talents and unique perspectives in an inclusive culture, promoting diversity in clinical trials, while our shared values of passion, innovation, urgency, accountability, inclusion and integrity bring out the highest potential of each of our colleagues. On-site Protocol Physical presence at the BMS worksite or physical presence in the field is a necessary job function of this role, which the Company deems critical to collaboration, innovation, productivity, employee well-being and engagement, and it enhances the Company culture. BMS is dedicated to ensuring that people with disabilities can excel through a transparent recruitment process, reasonable workplace accommodations/adjustments and ongoing support in their roles. Applicants can request a reasonable workplace accommodation/adjustment prior to accepting a job offer. If you require reasonable accommodations/adjustments in completing this application, or in any part of the recruitment process, direct your inquiries to [email protected]. Visit careers.bms.com/eeo-accessibility to access our complete Equal Employment Opportunity statement. BMS cares about your well-being and the well-being of our staff, customers, patients, and communities. As a result, the Company strongly recommends that all employees be fully vaccinated for Covid-19 and keep up to date with Covid-19 boosters. BMS will consider for employment qualified applicants with arrest and conviction records, pursuant to applicable laws in your area. Any data processed in connection with role applications will be treated in accordance with applicable data privacy policies and regulations.

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