-
Tata Consultancy Services

Machine Learning Engineer

Tata Consultancy Services
United Kingdom · Full-time · Associate

If you need support in completing the application or if you require a different format of this document, please get in touch with at [email protected] or call TCS London Office number 02031552100 with the subject line: “Application Support Request”.



Role: ML-Ops Engineer

Job Type: Permanent

Location: UK (Hybrid)

Number of hours: 40 hours per week – full time


Are you looking for an exciting opportunity as a Data Science? Are you passionate about machine learning?


We have an exciting role for you - ML-Ops Engineer.



Careers at TCS: It means more

TCS is a purpose-led transformation company, built on belief. We do not just help businesses to transform through technology. We support them in making a meaningful difference to the people and communities they serve - our clients include some of the biggest brands in the UK and worldwide. For you, it means more to make an impact that matters, through challenging projects which demand ambitious innovation and thought leadership.

  • Build strong relationships with a diverse range of stakeholders.
  • Gain access to endless learning opportunities.
  • Work closely with the range of teams within the business to bring products to life.



The Role

As a ML-Ops Engineer, you will develop, deploy, and maintain machine learning models, working closely with cross-functional teams to deliver robust AI/ML solutions. You’ll automate model workflows, integrate APIs, and resolve technical issues, ensuring high performance and reliability while staying current with advancements in MLOps and cloud technologies.



Key responsibilities:

  • Develop, deploy, and maintain machine learning models using Python and R, ensuring robust and scalable solutions for business needs.
  • Collaborate with cross-functional teams—including developers, system administrators, and end users—to understand requirements and deliver effective AI/ML solutions.
  • Implement and manage MLOps pipelines, leveraging Databricks and other relevant tools to automate model training, testing, and deployment.
  • Build and integrate APIs to support seamless interaction between machine learning models and business applications.
  • Troubleshoot and resolve complex technical issues related to machine learning workflows, ensuring high availability and performance.
  • Communicate technical concepts and project updates clearly to stakeholders at various levels within the organization.
  • Stay updated with the latest advancements in MLOps, AI, and cloud technologies, and contribute to continuous improvement initiatives.



Your Profile

Essential skills/knowledge/experience:

  • Excellent knowledge in Machine Learning
  • Excellent knowledge in Python Handson Model side.
  • Good knowledge of Databricks.
  • Good knowledge on API Build, ML-Ops and R Language.



Desirable skills:

  • Agile Methodologies
  • Azure CICD pipeline



Rewards & Benefits:

TCS is consistently voted a Top Employer in the UK and globally. Our competitive salary packages feature pension, health care, life assurance, laptop, phone, access to extensive training resources and discounts within the larger Tata network.



Diversity, Inclusion and Wellbeing

Tata Consultancy Services UK&I is committed to meeting the accessibility needs of all individuals in accordance with the UK Equality Act 2010 and the UK Human Rights Act 1998.

We believe in building and sustaining a culture of equity and belonging where everyone can thrive. Our diversity and inclusion motto is ‘Inclusion without Exception’. Our continued commitment to Culture and Diversity is reflected across our workforce implemented through equitable workplace policies and processes.

You’ll find a welcoming culture and many internal volunteering and social networks to join (these are optional). Our diversity, inclusion and social activities include 12 employee networks such as gender diversity, LGBTQIA+ & Allies, mental health, disability & neurodiversity inclusion and many more, as well as health & wellness initiatives and sports events and we sponsor the London Marathon.

We welcome and embrace diversity in race, nationality, ethnicity, disability, neurodiversity, gender identity, age, physical ability, gender reassignment, sexual orientation. We are a disability inclusive employer and encourage disabled people to apply for this role.

If you are an applicant who needs any adjustments to the application process or interview, please contact us at [email protected] with the subject line: “Adjustment Request” or call TCS London Office 02031552100 to request an adjustment. We welcome requests prior to you completing the application and at any stage of the recruitment process.


Next Steps

Due to a high volume of applications, we will be unable to contact each applicant individually on the status of their application. If you have not received a direct response within 30 days, then it should be deemed unsuccessful on this occasion.


Join us and do more of what matters. Apply online now.

Key Skills

Ranked by relevance

machine learning mlops python cloud high availability cicd ai
Login to Apply
Posted
Nov 19, 2025
Type
Full-time
Level
Associate
Location
England

Industries

IT Services IT Consulting

Categories

Information Technology

Related Jobs

3 roles aligned with this opportunity

View all jobs
View Job Details
Devoteam
Related

Azure Machine Learning Engineer

2026-05-29

Full-time
Mid-Senior
Netherlands
IT Services
Consulting
View Job Details
Digital Waffle
Related

Data Scientist

2026-05-27

Full-time
Mid-Senior
United Kingdom
Software Development
Information Technology
View Job Details
Tata Consultancy Services
Related

Azure devops,Github,Kubernetes,Docker,Helm,Te

2026-05-26

Full-time
Mid-Senior
Canada
IT Services
Information Technology