Senior Manager, Data Science
Tasks
- Apply deep learning with transformers
- Apply signal processing and signal detection
- Apply statistical longitudinal modeling for repeated measures
- Build and maintain Python pipelines for wearable time series data
- Collaborate with clinical statistics engineering and product stakeholders
- Collaborate with external partners for QC and validation
- Conduct exploratory data analysis and signal characterization
- Develop and validate models for longitudinal sensor data
- Engineer features from clinical concepts
- Handle within subject dynamics and missingness
- Implement nested cross validation and LOO evaluation
- Impute missing data
- Perform time series QC preprocessing and artifact removal
- Use digital filtering and representation learning
- Use frequency and time frequency representations
- Use reproducible experimentation and documentation
Perks/Benefits
Skills/Tech-stack
AWS | Circadian Cosinor Modeling | Cross-validation | Data Analysis | Deep learning | Digital Signal | Digital Signal Processing | Euler angles | Exploratory Data Analysis | Feature Engineering | Frequency analysis | GPU Computing | Git | Hierarchical models | Imputation | Leave One Out | Machine Learning | Mixed-effects | Mixed-effects models | Nested Cross Validation | Object-Oriented | Object-oriented design | Out of Bag | Parallel Computing | Python | Quaternions) | Reproducible Research | Signal Detection | Signal Processing | Sleep Analytics | Time Series | Time-Frequency | Time-Frequency Analysis | Transformers
Education
Related jobs
-
Sr. Analytics Director INR 2771K-4000KAutomated Analytics | Business Intelligence | Data Architecture | Data Science | Data integrationSenior-level Full TimeIndia18h ago
-
Principal Specialist, Data Science and Advanced Analytics INR 2500K-4000KApache Spark | Azure DevOps | CI/CD | Confluence | Data AnalysisHybrid workSenior-level Full TimeIN-KA-BENGALURU-NORTHGATE ~ Sy No 2/2 Venkatala …1d ago
-
Senior-level Full TimeIND-HYDERABAD, India1d ago
-
Data Scientist Senior Associate INR 2817K-5000KAI Agent | AWS | Agile | Alteryx | Artificial IntelligenceSenior-level Full TimeBengaluru, Karnataka, India1d ago
-
Senior-level Full TimeBengaluru, Karnataka, India1d ago
-
Network Data Scientist INR 2500K-4500KApplication Traffic Analysis | CI/CD | DNS | Data Pipelines | GitLab CISenior-level Full TimePune, IN1d ago
-
Senior-level Full TimeHyderabad, Telangana, India1d ago
-
Adversarial Machine Learning | Anomaly Detection | Decision Theory | Entity modeling | Experimental DesignSenior-level Full TimeIndia, Karnataka, Bangalore1d ago
-
Associate Data Scientist INR 980K-1500KClassification | Clustering | Data Analysis | Data Transformation | Data cleaningMid-level Full TimeHyderabad, Telangana, India1d ago
-
DE&A - AIML - Data Science - Conventional AI - Search INR 3242K-4500KAlgorithm Design | Computer Vision | Convex Optimization | CudaGraph | Deep learningEntry-level Full TimePune, Maharashtra, India1d ago
-
AI / ML Data Scientist (Across levels) INR 2520K-4580KAPI Development | AWS | Apache Kafka | Apache Spark | AzureSenior-level Full TimeBangalore, India1d ago
-
AI Engineer - FDE (Forward Deployed Engineer) INR 3242K-4500KAWS | Agent systems | Apache Spark | Azure | DspyRemote workSenior-level Full TimeRemote - India R1d ago
-
Data Scientist INR 2200K-2772KAWS Bedrock | Agentic AI | Copilot Studio | Data Catalog | Data EngineeringMid-level Full TimeBengaluru, KA, India1d ago
-
Senior-level Full TimePune, India R1d ago
-
Senior-level Full TimeNew Delhi, India2d ago
-
Data & AI Scientist INR 2500K-5000KABAC | Airflow | Audit Logging | Azure Machine Learning | CI/CDFlexible working | Hybrid workingSenior-level Full TimeHyderabad Knowledge Park Tower 2, India2d ago
-
Data Scientist I INR 2515K-4401KAI Pipelines | AWS | Agile | Apache Airflow | Apache SparkCounselling sessions | Discount vouchers | Family care leave | Leave plan | OPD CoverageSenior-level Full TimeBengaluru, India2d ago
-
Data Scientist III USD 105K-160KAWS | Airflow | Azure | Cloud Computing | Computer VisionContinuing education program | Continuous learning resources | Flexible work schedule | Generous time off | Health care coverageSenior-level Full TimeIN - HYDERABAD SKYVIEW, India2d ago
-
AI Agents | AWS | AWS Bedrock | Agent systems | Anthropic ClaudeMid-level Full TimeBengaluru Millenia, India2d ago
-
Senior-level Full TimeBangalore, India R2d ago
-
AI Agents | APIs | AWS | AWS Bedrock | Agent systemsFlexibility programmes | Inclusive benefits | MentorshipMid-level Full TimeBengaluru Millenia, India2d ago
-
Amazon Web Services | Apache Airflow | Apache Hadoop | Azure Data | Azure Data FactoryFlexibility programmes | Inclusive benefits | MentorshipSenior-level Full TimeHyderabad - Salarpuria, India2d ago
-
Amazon Web Services | Apache Airflow | Apache Hadoop | Azure Data | Azure Data FactorySenior-level Full TimeHyderabad - Salarpuria, India2d ago
-
Senior-level Full TimeIND-Bangalore-TowerE,RMZ Infin, India2d ago
-
Data Scientist INR 1500K-2500KAI Services | App Service | Azure | Azure AI | Azure AI ServicesAccessibility | Cafeteria | Childcare | Coaching | Company doctorMid-level Full TimeBangalore, IN2d ago