Senior Machine Learning Engineer
Bengaluru, India
R
INR 3000K-4200K (estimate) Senior-level Full Time
Tasks
- Build reusable ML pipelines for training validation and scoring
- Build, validate, and improve machine learning models
- Convert prototypes into production workflows and services
- Design monitoring for data drift and prediction monitoring
- Engineer features from transactional and product data
- Ensure reproducible training scoring and deployment workflows
- Evaluate models using statistical and business metrics
- Explain model predictions using feature importance and SHAP
- Implement CI CD pipelines for ML code configurations and artifacts
- Implement model lifecycle practices with experiment tracking and model registry
- Manage model metadata and versioning and lineage
- Perform exploratory data analysis and data quality checks
- Support LLM workflows with embeddings vector databases and retrieval
- Support model promotion rollout rollback and retirement
- Translate business problems into ML problem statements
Perks/Benefits
Skills/Tech-stack
AWS | Airflow | Azure | Azure ML | Batch inference | CI/CD | Cloud platform | Data Analysis | Data Drift | Data Quality | Docker | Embeddings | Experiment tracking | Exploratory Data Analysis | Feature Engineering | Feature importance | Git | Google Cloud | Google Cloud Platform | Kubeflow | Kubernetes | Lemmatization | MLflow | Machine Learning | Mage | Model Deployment | Model Evaluation | Model Registry | NLP | Prediction Monitoring | Production Monitoring | Python | SHAP | SQL | SageMaker | Stemming | Tokenization | Vector Databases | Vertex AI
Education
N/A
Related jobs
-
CCaaS | CRM | CTI | Embeddings | EvaluationFully remote | Learning opportunities | Startup environmentSenior-level Full TimeHyderabad R1d ago
-
Senior DevOps Engineer - Storage Platforms | India INR 3000K-4000KAnsible | Bash | Block Storage | CI/CD | CentOSSenior-level Full TimeIndia, Bengaluru (Hybrid) R1d ago
-
Data Engineering / Sr. Associate Director, Software Engineering INR 1000K-2000KAPIs | Apache Airflow | Apache Beam | Auditability | Batch ProcessingMid-level Full TimeHyderabad, Telangana, India R1d ago
-
Apache Airflow | Apache Spark | BigQuery | CI/CD | Cloud ComposerMid-level Full TimePune, Maharashtra, India R1d ago
-
AWS | Airflow | Cloud platform | Data Pipelines | Deep learningAccess to Collaboration Platforms | Access to development tools | Continuous learning environment | Equity opportunities | Medical/Dental/Vision insuranceMid-level Full TimeIndia R1d ago
-
AWS | Apache Spark | Big Data | Hadoop | JavaRemote workSenior-level Full TimeBangalore, Karnataka, India R1d ago
-
BI Engineer (Contract) INR 2000K-3500KAmazon Athena | Amazon QuickSight | Amazon Redshift | Amazon S3 | Amazon SPICEContract employment | Remote workSenior-level ContractIndia, Remote R1d ago
-
Data Warehouse, ETL, Cloud / Consultant Specialist INR 2800K-3900KAWS | Agile | Ansible | Apache Spark | CDCFlexible working | Inclusive work environment | Opportunities for growth | Professional developmentSenior-level Full TimePune, Maharashtra, India R2d ago
-
Lead Software Engineer INR 2500K-5000KAWS | Asynchronous programming | Authentication | Authorization | AutogenSenior-level Full TimeRemote, India R2d ago
-
Sr. AI Engineer - 2.00 pm to 11.00 pm IST (Remote, IND) INR 3242K-4580KAWS Bedrock | Alerting | Autogen | CI/CD | Configuration ManagementCompetitive vacation and holidays | Employee networks | Paid adoption leave | Paid parental leave | Paid time offSenior-level Full TimeIND MH Remote, India R2d ago
-
Machine Learning Engineer - 5 INR 3600K-5500KAWS | Airflow | Amazon SageMaker | Argo Workflows | Azure Machine LearningSenior-level Full TimeBangalore, India R2d ago
-
Databricks Data Engineer - Bengaluru INR 1500K-2500KAWS Glue | Amazon Athena | Amazon EMR | Amazon S3 | Apache AirflowWork from anywhereMid-level Full TimeIndia-Bangalore-Office-Kalyani Vista R2d ago
-
Spark, Scala, Hadoop & Quantexa/Senior Consultant Specialist INR 2000K-2800KApache Airflow | Apache Spark | CI/CD | DevOps | ElasticsearchFlexible working hours | On-call support | Shift workSenior-level Full TimeBangalore, Karnataka, India R2d ago
-
Assistant Director - Insights And Analytics INR 3000K-5199KCode reuse | Data Governance | Data Quality | Data Wrangling | Machine LearningExecutive-level Full TimeBangalore, Karnataka, India R2d ago
-
AWS CloudTrail | AWS CloudWatch | AWS Identity | AWS Identity and Access Management | AWS Key Management ServiceContinuous learning culture | Flexible working hours | Fully remote work | Professional growth | Supportive innovation focused environmentMid-level Full TimeIndia R3d ago
-
Senior-level Full TimeAhmedabad, Gujarat, India R3d ago
-
GCP, Bigquery, Airflow/Consultant Specialist INR 1500K-2500KApache Airflow | Apache Hadoop | Apache Kafka | Apache NiFi | BigQueryFlexible workingSenior-level Full TimeHyderabad, Telangana, India R3d ago
-
GCP Data Engineer/Associate Director, Data and Analytics INR 800K-2000KAgentic AI | Agile | Airflow | BigQuery | CI/CDMid-level Full TimeHyderabad, Telangana, India R3d ago
-
Apache Hadoop | Apache Spark | Azure Blob | Azure Blob Storage | Azure DataImmediate joinerMid-level Full TimeHyderabad, Telangana, India - Remote R3d ago
-
Agentic Outcome Engineer INR 1900K-4580KAdobe Experience | Adobe Experience Manager | Angular | Artificial Intelligence | CSSSenior-level Full TimeNoida, India R3d ago
-
ML Platform Engineer USD 100K-160KAPI Gateway | Abuse detection | Automated rollback | Autoscaling | C++Senior-level Full TimeJersey City (India Square), NJ R3d ago
-
AVP, Data Engineer (L10) INR 4000K-5000KAPI | AWS | AWS Glue | Agile | Amazon EMRCareer advancement | Employee wellness programs | Flexible work hours | Upskilling opportunities | Work from homeExecutive-level Full TimeHyderabad IN, India R3d ago
-
Full Stack AI Developer INR 2500K-4500KAPI | Artificial Intelligence | C# | Cloud Computing | ContainersCareer growth opportunities | Collaborative culture | Purpose-driven work | Remote workSenior-level Full TimeIndia - Remote R3d ago
-
Principal Specialist- Data Science Customer Programs INR 2000K-2700KApache Spark | Data Governance | Data Ingestion | Data Lineage | Data ModelingFlexible work hours | Hybrid work environmentSenior-level Full TimeIN-KA-BENGALURU-NORTHGATE ~ Sy No 2/2 Venkatala … R3d ago
-
Engineer Data Ops INR 1500K-2200KAccess Control | Airflow | CI/CD | DBT | DagsterFlexible work environment | Internal mobility | Volunteering opportunities | Well-being | Work-life balanceMid-level Full TimeKA Remote, India R3d ago