Engineering Manager / Architect — Data Science & ML
Tasks
- Build GxP compliant ML pipelines
- Conduct code reviews and architectural reviews
- Conduct performance reviews
- Deploy models to production
- Design machine learning models
- Detect model performance drift
- Ensure model validation and audit trail compliance
- Ensure model versioning reproducibility and documentation
- Establish MLOps practices
- Evaluate model performance
- Implement model governance
- Ingest preprocess train and monitor data
- Integrate ML models into SaaS platform
- Manage and mentor ML engineers and data scientists
- Monitor experiments and production models
- Own platform technical roadmap
- Perform statistical analysis
- Recruit and interview ML talent
- Retrain models
- Serve as technical escalation point
- Set technical goals and OKRs
- Train and optimize deep learning models
- Translate business requirements into ML specifications
Perks/Benefits
- N/A
Skills/Tech-stack
21 CFR | 21 CFR Part 11 | API Design | API Integration | AWS | Azure | CFR Part 11 | Change Control | Cloud platform | Data Ingestion | Data Preprocessing | Data Science | Data Science Pipelines | Deep learning | Drift Detection | Experiment tracking | Google Cloud | Google Cloud Platform | GxP | MLOps | Machine Learning | Model Deployment | Model Serving | Model qualification | Model versioning | Part 11 | Production Monitoring | Quality analytics | Reproducibility | Scalability | Statistical modeling | Statistics
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Related jobs
-
Senior-level Full TimeBangalore, KA, IN4h ago
-
Senior Manager - Product Analytics (Individual Contributor) INR 2400K-2829KA/B | A/B Testing | B testing | Causal Inference | Cohort AnalysisSenior-level Full TimeBengaluru, India4h ago
-
Director - Digital Data & AI INR 1800K-4500KAI Governance | Agentic Systems | Artificial Intelligence | Automation | Cloud ArchitectureExecutive-level Full TimeGurgaon, HR, IN4h ago
-
Senior_AI_developer INR 3125K-4763KAPI Orchestration | CI/CD | CNN | Computer Vision | Data PreprocessingSenior-level Full Timebangalore, India4h ago
-
Sr. Staff Software Engineer, Machine Learning INR 2500K-4500KC++ | Cross-Functional Collaboration | Cross-functional | Data Pipelines | Deep learningHealth and wellness programs | Time offSenior-level Full TimeBengaluru, KA, India6h ago
-
Data Engineer for AZURE cloud Platform INR 1500K-2000KAPIs | Airflow | Azure | Azure Data | Azure Data FactoryMid-level Full TimeBengaluru, KA, India6h ago
-
Data Platform Architect INR 2040K-2800KAWS | Access Control | Apache Iceberg | Apache Spark | Artificial IntelligenceSenior-level Full TimeBengaluru, KA, India6h ago
-
AI Engineering Lead INR 2500K-5000KAgent systems | Agentic behavior | Amazon Web Services | Azure | CI/CDCollaborative culture | Five-day work week | Flexible working hours | Supportive work environmentSenior-level Full TimeGurugram, Haryana, India8h ago
-
Software Development Engineer, Alexa AI Developer Tech INR 1800K-2500KAgile | Design Patterns | Distributed Systems | Generative AI | Language ModelsMid-level Full TimePune, Maharashtra, IND11h ago
-
Software Development Engineer, Alexa AI Developer Tech INR 1800K-2500KDesign Patterns | Distributed Systems | Generative AI | Language Models | Large Language ModelsMid-level Full TimePune, Maharashtra, IND11h ago
-
Principal Software Engineer INR 1500K-2400KAWS CloudFormation | AWS Glue | AWS Lambda | Amazon DynamoDB | Amazon EC2Senior-level Full TimeBangalore, India11h ago
-
Digital Solution Architect Sr. Advisor INR 2000K-4500KAPI Development | AWS SageMaker | Artificial Intelligence | Azure AI | Cloud NativeSenior-level Full TimeNoida, UP, IN11h ago
-
EY - GDS Consulting - AIA -AI Engineer- Senior INR 2000K-4000KAI Search | API | AWS | Agentic AI | AutogenSenior-level Full TimeKolkata, WB, IN, 70009111h ago
-
Apprentice INR 360K-420KAnthropic API | Artificial Intelligence | Langchain | Language Models | Large Language ModelsEntry-level ApprenticeshipNoida, UP, IN, 20130511h ago
-
Senior-level Full TimeAny NTT location, KA, IN11h ago
-
Senior Data Engineer INR 2520K-3356KAWS | Apache Airflow | Apache Iceberg | Apache Spark | AzureEmployee Assistance Program (EAP) | Flexible working environment | LinkedIn Learning | Volunteer time offSenior-level Full TimeChennai, TN, India15h ago
-
Fullstack Data Engineer (Remote) INR 800K-2000KAPI Keys | AWS IAM | AWS S3 | AWS VPC | Apache SparkRemote work | UK shift scheduleSenior-level Full TimeMaharashtra, Pune, India R20h ago
-
Senior-level Full TimeNoida, Uttar Pradesh, India21h ago
-
Senior-level Full TimeNoida, Uttar Pradesh, India21h ago
-
Engineering Manager - GenAI studios INR 1200K-2000KCI/CD | Cassandra | Distributed Systems | DynamoDB | Google CloudMid-level Full TimeBengaluru21h ago
-
Senior Software Engineering Manager INR 2755K-3500KAWS | Agile | CI/CD | Clean architecture | Data EngineeringEnhanced medical benefits | Family wellbeing benefits | Paid time off | Wellbeing support | Work-life balanceSenior-level Full TimeHyderabad, India21h ago
-
Senior Manager – AI Architect INR 2000K-3800KAI Security | API Development | AWS | Adversarial Attacks | Azure AISenior-level Full TimeIndia-Gurugram21h ago
-
Principal Consultant - GenAI Engineer INR 3000K-4144KAWS | Agentic AI | Azure | Azure OpenAI | Cloud ComputingSenior-level Full TimeIndia-Pune21h ago
-
Principal Consultant - GenAI Engineer INR 3000K-4725KAWS | Agentic AI | Azure OpenAI | Cloud platform | Deep learningSenior-level Full TimeIndia-Kolkata21h ago
-
Senior DevOps Engineer (AWS | MLOps | Kubernetes) INR 2500K-4000KAWS IAM | Amazon EKS | Amazon S3 | Amazon Web Services | Argo CDHybrid workSenior-level Full TimeMaharashtra, Pune, India22h ago