Senior Machine Learning Engineer
Tata Consultancy Services is seeking a Senior Machine Learning Engineer to join their global IT services team in Singapore. The role involves designing end-to-end ML pipelines including model development, feature engineering, and real-time inference. Candidates must demonstrate deep expertise in the Databricks ecosystem, MLflow, and distributed processing frameworks. The position focuses heavily on MLOps standards, CI/CD, and model governance for large-scale enterprise use cases.
50k new jobs listed every day. Install TAL to find more jobs like this.
Experience
Experience not specified
Function
Engineering
Work mode
Onsite, Singapore
Company
Tier 2
What you will work on
Tata Consultancy Services is seeking a Senior Machine Learning Engineer to join their global IT services team in Singapore. The role involves designing end-to-end ML pipelines including model development, feature engineering, and real-time inference. Candidates must demonstrate deep expertise in the Databricks ecosystem, MLflow, and distributed processing frameworks. The position focuses heavily on MLOps standards, CI/CD, and model governance for large-scale enterprise use cases.
TAL's take
Solid, well-defined role at a large, established global consultancy, though it lacks the high-growth profile of top-tier product firms.
The JD provides a highly specific list of responsibilities and required technologies, leaving no doubt about the expected technical output.
Salaries at Tata Consultancy Services
9.2 LPA average
Based on 27 Grapevine salary entries for Tata Consultancy Services.
Other roles
0 - 2 years | C1Y
6 LPA average
Range: 3 - 12 LPA
Other roles
2 - 4 years | C1Y
6 LPA average
Range: 3 - 14 LPA
Other roles
4 - 6 years | C1
6 LPA average
Range: 5 - 12 LPA
Other roles
6 - 8 years
11 LPA average
Range: 11 - 11 LPA
Must haves
- Proficiency in Python, PySpark, SQL, Spark, and Scala.
- Experience with ML libraries including numpy, pandas, scikit-learn, tensorflow, pytorch, xgboost, and lightgbm.
- Hands-on experience with Databricks platform including notebooks, jobs, and Delta Lake.
- Deep expertise in MLOps tools specifically MLflow and CI/CD pipelines.
- Experience designing predictive, forecasting, and optimization models.
Tools and skills
About the company
TCS is a massive global IT services firm, classified as Tier 2 for general engineering roles compared to specialized tech-product companies.
Posts mentioning Tata Consultancy Services
TATA IPL 2024 !
Who will win the tittle this time ?
Looking for a better Opportunity
I am writing to seek your assistance and suggestions on a new job.I have been a Scrum Master at Tata Consultancy Services (TCS) for the last eleven years. My work experience of twenty two years has seen me work in different sectors including telecom, IT, banking and collections where I have mainly assumed the roles of People Manager, Lead and Delivery Operations Manager. Being able to manage delivery operations effectively, my exposure has allowed me to develop an all-rounded approach towards business.I am now looking for a new challenge in Pune with good remuneration. I believe that my experience and qualifications would be beneficial to any organization.Should you happen to come across any suitable vacancies or connections to any other opportunities, please do not hesitate to assist me.
Need referral for data engineer having 3 yrs exp in SQL, PYSPARK, AWS, DS
I bring three years of expertise spanning AWS services (S3, EC2, Redshift, EMR), MySQL, Python, Linux, IBM DataStage, Apache Airflow, and integration technologies like IBM Workload Scheduler and ServiceNow. Proficient in project management with Jira and adept at ETL processes, I'm eager to contribute effectively to your team's success. Please let me know if there are any referrals available in the companies #Wipro #TataConsultancyServices #TataTechnologies #Cognizant #HCLTech #EYTechnologySolutions #EY #PwC #PwCIndia #Fujitsu #Delhivery #Shopee #Shopify #Indigo #Capgemini #Komgo #KPMGIndia #Infor #EcomExpressLimited #WalmartGlobalTechIndia #Walmart #ITCInfotech #Genpact #HexawareTechnologies #Honeywell #Meesho #Amazon #Flipkart #Mphasis #ZFGroup #ZS #Zoho #Deloitte #Deltek #Infosys #TechMahindra #IBM #Microsoft #Google #Facebook #Oracle #Cisco #Intel #Adobe #Nvidia #VMware #Salesforce #PayPal #Uber #Airbnb #Twitter #LinkedIn #Netflix #Qualcomm #Snapchat #Square #Dropbox #Slack #Reddit #Pinterest #IBM