Tech Operations and Support, Analyst - USBU OBU ML Ops
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Job Description
Tech Operations and Support, Analyst - USBU OBU ML Ops
The Future Begins Here
At Takeda, we are leading digital evolution and global transformation. By building innovative solutions and future-ready capabilities, we are meeting the need of patients, our people, and the planet.
Bengaluru, the city, which is India’s epicenter of Innovation, has been selected to be home to Takeda’s recently launched Innovation Capability Center. We invite you to join our digital transformation journey. In this role, you will have the opportunity to boost your skills and become the heart of an innovative engine that is contributing to global impact and improvement.
At Takeda’s ICC we Unite in Diversity
Takeda is committed to creating an inclusive and collaborative workplace, where individuals are recognized for their backgrounds and abilities they bring to our company. We are continuously improving our collaborators journey in Takeda, and we welcome applications from all qualified candidates. Here, you will feel welcomed, respected, and valued as an important contributor to our diverse team
Role Summary /Objectives:
We are seeking a meticulous and process-oriented ML Data Ops Analyst to ensure the reliable execution and monitoring of data pipelines supporting alert generation activities. The primary responsibilities include adhering to established standard operating procedures (SOPs) to guarantee timely and accurate alert delivery, as well as contributing to minor operational improvements. The ideal candidate should possess strong proficiency in SQL and Python, foundational knowledge of AWS S3, and familiarity with scheduling tools such as Tidal.
Key Responsibilities
- Oversee the execution of routine data pipeline processes and verify the successful completion of all stages involved in alert generation.
- Perform comprehensive validation of alert outputs to ensure accuracy and alignment with predefined logic.
- Adhere to standard operating procedures (SOPs) for the execution of daily, weekly, and monthly tasks, incorporating checklist-driven validations.
- Assist with minor modifications or configuration changes to alert logic or pipeline structure.
- Maintain detailed operational documentation, including execution logs, issue trackers, and version history records.
- Monitor service-level agreements (SLAs) related to alert delivery and ensure strict adherence to established timelines.
- Monitor and troubleshoot model performance and system issues.
Required Skills & Qualifications
- ~1+ years of experience in data operations or alert generation roles.
- Advanced SQL skills for data querying and validation.
- Basic proficiency in Python for data handling, automation, or script-based validations.
- Ability to follow structured processes and perform routine quality checks with discipline.
- Strong attention to detail and comfort working in checklist or SOP-driven environments.
- Strong problem-solving abilities with effective stakeholder management skills.
- Excellent communication and collaboration skills for cross-functional teamwork.
Preferred Qualifications
- Familiarity with job orchestration and scheduling tools such as Tidal or equivalent platforms.
- Foundational understanding of cloud-based platforms, such as Databricks.
- Exposure to cloud storage services like AWS S3, including basic navigation and file management.
- Experience working with ticketing or issue tracking tools (e.g., JIRA, ServiceNow).
- Prior involvement in enhancing operational workflows or automating routine quality checks.
- B-Tech/ MCA (Computer Sciences)
What Takeda Can Offer You
- Takeda is certified as a Top Employer, not only in India, but also globally. No investment we make pays greater dividends than taking good care of our people.
- At Takeda, you take the lead on building and shaping your own career.
- Joining the ICC in Bangalore will give you access to high-end technology, continuous training and a diverse and inclusive network of colleagues who will support your career growth.
Benefits
It is our priority to provide competitive compensation and a benefit package that bridges your personal life with your professional career. Amongst our benefits are:
Competitive Salary + Performance Annual Bonus
- Flexible work environment, including hybrid working
- Comprehensive Healthcare Insurance Plans for self, spouse, and children
- Group Term Life Insurance and Group Accident Insurance programs
- Health & Wellness programs
- Employee Assistance Program
- 3 days of leave every year for Voluntary Service in additional to Humanitarian Leaves
- Broad Variety of learning platforms
- Diversity, Equity, and Inclusion Programs
- Reimbursements - Home Internet & Mobile Phone
- Employee Referral Program
- Leaves - Paternity Leave (4 Weeks) , Maternity Leave (up to 26 weeks), Bereavement Leave (5 days)
About ICC in Takeda
- Takeda is leading a digital revolution. We’re not just transforming our company; we’re improving the lives of millions of patients who rely on our medicines every day.
- As an organization, we are committed to our cloud-driven business transformation and believe the ICCs are the catalysts of change for our global organization.