Senior Manager, Data Science
Tasks
- Apply frequency time frequency representations and digital filtering
- Apply longitudinal mixed effects and hierarchical models
- Build and maintain Python pipelines for wearable time series data
- Collaborate with clinical stats engineering and product stakeholders
- Collaborate with external partners for QC and validation of vendor outputs
- Conduct EDA signal characterization and signal processing
- Develop and validate longitudinal sensor data models
- Develop reproducible experimentation and documented codebases
- Implement imputation and feature engineering
- Lead code reviews and technical mentorship
- Mentor team members and raise engineering rigor
- Perform evaluation with nested cross validation LOO and OOB
- Perform time series QC preprocessing and sensor artifact removal
- Use deep learning transformers and or ensembles
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Bayesian statistics | Cross-validation | Data Analysis | Data Imputation | Data Preprocessing | Deep learning | Digital filtering | Domain analysis | Ensemble learning | Exploratory Data Analysis | Feature Engineering | Frequency analysis | Frequency-domain analysis | Git | Hierarchical modeling | Leave One Out | Longitudinal data | Longitudinal data analysis | Mixed-effects | Mixed-effects models | Model Explainability | Multi-GPU | Nested Cross Validation | Object-Oriented | Object-oriented programming | Out of Bag | Parallel Computing | Python | Quantitative modeling | Representation Learning | Series analysis | Signal Processing | Time Series | Time Series Analysis | Time-Frequency | Time-Frequency Analysis | Transformers | Version control
Education
Related jobs
-
Data Science and Tech Lead AMEA INR 2000K-3500KAWS | Agile | Amazon Bedrock | Amazon SageMaker | CI PipelinesSenior-level Full TimePune, ASIA, India12h ago
-
Product Data Scientist Manager, Play Monetization INR 2000K-3000KA/B | A/B Testing | B testing | Classification | Data InfrastructureSenior-level Full TimeBengaluru, Karnataka, India14h ago
-
Mgr, Data Science INR 1000K-2500KAI machine learning | Advanced Analytics | Agile | Apache Spark | AutomationSenior-level Full TimeIN-Bangalore (3811)14h ago
-
Analytics Data science and IOT Lead INR 2500K-3500KAUC-ROC | Accuracy | Confusion matrix | Gini | Logistic RegressionSenior-level Full TimeIndia14h ago
-
Analyst - Data Science INR 1400K-1800KData Mining | Data Preprocessing | Data Visualization | Predictive Analytics | Statistical AnalysisHealth and safety support | Hybrid work modelMid-level Full TimeBengaluru, Karnataka, India16h ago
-
Analyst-Data Analytics INR 900K-2000KA/B | A/B Testing | Apache Spark | B testing | Data segmentationMid-level Full TimeGurugram, HR, India17h ago
-
AI Engineer- Associate Consultant INR 1800K-2500KAWS | Agent Orchestration | Autonomous Agents | Azure | ClassificationMid-level Full TimeBangalore, Karnataka, India18h ago
-
Apprentice Data Science INR 346K-346KData Analysis | Data Mining | Microsoft Office | Problem Solving | Project ManagementEmployee Assistance Program (EAP) | Flexible working environment | LinkedIn Learning | Volunteer time offEntry-level Apprenticeship Full TimeVadodara, GJ, India18h ago
-
Senior-level Full TimeGurgaon, Haryana, India19h ago
-
Mid-level Full TimeTamil Nadu, India20h ago
-
Sr. Data Scientist INR 2000K-3500KCloud platform | Dash | Data Analysis | Data Mining | Data VisualizationSenior-level Full TimeChennai, Tamil Nadu, India22h ago
-
Machine Learning Engineer INR 800K-1500KA/B | A/B Testing | AWS SageMaker | B testing | Causal InferenceCell phone reimbursement | Healthcare | Internet reimbursement | Learning and development stipend | Travel opportunitiesMid-level Full TimeBengaluru, India1d ago
-
Data Scientist INR 2516K-3380KAlgorithms | Amazon Web Services | Apache Spark | Big Data | Data AnalysisSenior-level Full TimeIOC02 - OTP - CITIUS (IOC02), …1d ago
-
Sr. Specialist, SCS, Data Science and Governance INR 1000K-3000KDAX | Data Modeling | Data Optimization | Machine Learning | Power BISenior-level Full TimeCochin, KL, IN, 6820421d ago
-
Technical Expert - AI/ML INR 2000K-3500KAdversarial Networks | Algorithms | Autoregressive models | Bias Mitigation | Data AnalysisCareer Development Programs | Flexible work arrangements | Health and wellness programs | Work-life balanceSenior-level Full TimeChennai, TN, IN, 6001161d ago
-
Digital-GEN AI- Staff INR 1960K-2500KAnalytics modeling | Big Data | Big data architectures | C++ | ClouderaSenior-level Full TimeHyderabad, TG, IN, 5000811d ago
-
MRM Consultant, Data Science & Analytics INR 1000K-2000KBacktesting | Benchmarking | Credit Risk | Data Quality | ExcelConferences and seminars | Flexible time off | Tuition reimbursement | Workplace flexibilityMid-level Full TimePune, India1d ago
-
Tech Lead - Data Scientist INR 2000K-4000KApache Spark | CI/CD | Data Lakes | Data Modeling | Data PipelinesSenior-level Full TimePune, India1d ago
-
Intern- Data Analytics INR 360K-360KAlgorithm Optimization | MATLAB | Machine Learning | Python | Time SeriesEntry-level Full Time Internship(RRPS) PUNE- EARC, India1d ago
-
Data Science with Machine learning INR 800K-2000KData Analysis | Data Processing | Data Visualization | Data cleaning | Exploratory Data AnalysisMid-level Full TimeONE QUBE, India1d ago
-
Sr Data Scientist INR 2800K-4000KAWS | Agentic AI | Azure | Classification | Cloud platformCareer development | Flexible work arrangements | Health insurance | Hybrid work | MentorshipSenior-level Full TimeGURGAON - Gurgaon, India1d ago
-
Senior Data Scientist INR 2800K-4000KAWS | Agentic AI | Agile | Autonomous Agents | AzureCareer progression | Flexible work arrangements | Health insurance coverage | Hybrid work options | MentorshipSenior-level Full TimeGURGAON - Gurgaon, India1d ago
-
Entry-level Full TimeEmbassy Manyata Tech Park (IN-ME), India1d ago
-
Senior Manager, Advanced Data Analytics and Insights INR 1960K-2800KAnomaly Detection | Card Fraud | Dashboards | Data Visualization | Fraud DetectionSenior-level Full TimeBlock 1 DT, Chennai India1d ago
-
Data Scientist INR 800K-2700KDashboarding | Data Governance | Data Pipelines | Data Protection | Data VisualizationMid-level Full TimeBengaluru - Unit 3, India1d ago