DevOps/MLOps Engineer

Job Description:
As a DevOps/MLOps Engineer, you will play a crucial role in the deployment and management of machine learning models and infrastructure. You will collaborate closely with data scientists, Business Architects, and the DevOps team to ensure seamless integration and efficient operations. Your expertise in cloud platforms, CI/CD pipelines, and machine learning frameworks will be essential in driving our projects forward.

Key Responsibilities:
- Check deployment pipelines for machine learning models and ensure smooth operation.
- Review code changes and pull requests from the data science team.
- Trigger CI/CD pipelines after code approvals and monitor their execution.
- Ensure all tests pass and model artifacts are generated and stored correctly.
- Deploy updated models to production following successful pipeline completion.
- Collaborate with data scientists and DevOps teams for integration and deployment.
- Containerize models using Docker and deploy them on cloud platforms (AWS)
- Set up monitoring tools (e.g., DataDog, AWS CloudWatch) to track metrics such as response time, error rates, and resource utilization.
- Establish alerts and notifications to detect anomalies or deviations from expected behavior(knowlage on Moogsoft/BigPanda/ServiceNow/ServiceCloud is added advantage).
- Analyze monitoring data, logs, and system metrics to troubleshoot issues.
- Collaborate with the data science team to develop updated pipelines and address any faults.
- Document changes, optimizations, and troubleshooting processes.

Qualifications:
- Proven experience as a DevOps Engineer or in a similar software engineering role.
- Proficiency in coding with Python and Java.
- Experience deploying applications on cloud platforms (AWS).
- Proven understanding of CI/CD pipelines and Infrastructure-as-Code (IaC) tools (Terraform, Ansible).
- Familiarity with relational and non-relational databases, data warehousing, and data streaming frameworks (Snowflake, DynamoDB, SQL).
- Knowledge of security concepts including firewalls, encryption, VPNs, and secure data transfer.
- Experience with logging tools such as AWS CloudWatch and AWS CloudTrail.
- Strong problem-solving approach and excellent troubleshooting skills.
- Good communication skills for effective collaboration with management, partners, and clients.
- Experience working in Linux-based infrastructures and with various open-source technologies.
- Awareness of critical concepts in DevOps and Agile principles.
- Experience in configuration management tools (Ansible, Bash Scripting, etc.) is a plus.
- Knowledge of the machine learning life cycle (Planning, Data preparation, Model engineering, Model evaluation, Model deployment, and Monitoring and maintenance).

ABOUT US: 

LSEG (London Stock Exchange Group) is more than a diversified global financial markets infrastructure and data business. We are dedicated, open-access partners with a commitment to excellence in delivering the services our customers expect from us. With extensive experience, deep knowledge and worldwide presence across financial markets, we enable businesses and economies around the world to fund innovation, manage risk and create jobs. It’s how we’ve contributed to supporting the financial stability and growth of communities and economies globally for more than 300 years.  

Through a comprehensive suite of trusted financial market infrastructure services – and our open-access model – we provide the flexibility, stability and trust that enable our customers to pursue their ambitions with confidence and clarity. 

LSEG is headquartered in the United Kingdom, with significant operations in 70 countries across EMEA, North America, Latin America and Asia Pacific. We employ 25,000 people globally, more than half located in Asia Pacific. LSEG’s ticker symbol is LSEG. 

OUR PEOPLE: 

People are at the heart of what we do and drive the success of our business. Our culture of connecting, creating opportunity and delivering excellence shape how we think, how we do things and how we help our people fulfil their potential.  

We embrace diversity and actively seek to attract individuals with unique backgrounds and perspectives.  We break down barriers and encourage teamwork, enabling innovation and rapid development of solutions that make a difference. Our workplace generates an enriching and rewarding experience for our people and customers alike. Our vision is to build an inclusive culture in which everyone feels encouraged to fulfil their potential. 

We know that real personal growth cannot be achieved by simply climbing a career ladder – which is why we encourage and enable a wealth of avenues and interesting opportunities for everyone to broaden and deepen their skills and expertise.  

As a global organisation spanning 70 countries and one rooted in a culture of growth, opportunity, diversity and innovation, LSEG is a place where everyone can grow, develop and fulfil your potential with meaningful careers. 

LSEG is a leading global financial markets infrastructure and data provider. Our purpose is driving financial stability, empowering economies and enabling customers to create sustainable growth.

Our purpose is the foundation on which our culture is built. Our values of Integrity, Partnership, Excellence and Change underpin our purpose and set the standard for everything we do, every day. They go to the heart of who we are and guide our decision making and everyday actions.

Working with us means that you will be part of a dynamic organisation of 25,000 people across 65 countries. However, we will value your individuality and enable you to bring your true self to work so you can help enrich our diverse workforce. You will be part of a collaborative and creative culture where we encourage new ideas and are committed to sustainability across our global business. You will experience the critical role we have in helping to re-engineer the financial ecosystem to support and drive sustainable economic growth. Together, we are aiming to achieve this growth by accelerating the just transition to net zero, enabling growth of the green economy and creating inclusive economic opportunity.

LSEG offers a range of tailored benefits and support, including healthcare, retirement planning, paid volunteering days and wellbeing initiatives.

We are proud to be an equal opportunities employer. This means that we do not discriminate on the basis of anyone’s race, religion, colour, national origin, gender, sexual orientation, gender identity, gender expression, age, marital status, veteran status, pregnancy or disability, or any other basis protected under applicable law. Conforming with applicable law, we can reasonably accommodate applicants' and employees' religious practices and beliefs, as well as mental health or physical disability needs.

Please take a moment to read this privacy notice carefully, as it describes what personal information London Stock Exchange Group (LSEG) (we) may hold about you, what it’s used for, and how it’s obtained, your rights and how to contact us as a data subject.

If you are submitting as a Recruitment Agency Partner, it is essential and your responsibility to ensure that candidates applying to LSEG are aware of this privacy notice.