Machine Learning Engineer — Training Optimization
Tasks
- Build training infrastructure for checkpointing and fault tolerance
- Develop architecture aware training strategies
- Implement advanced training techniques
- Improve distributed training strategies
- Monitor training performance metrics
- Optimize machine learning training pipelines
- Profile and resolve training performance bottlenecks
- Translate research concepts into production systems
- Tune training hyperparameters and numerical precision
Perks/Benefits
- Collaborative technical team
- Equity opportunities
- Fast feedback loops
- High ownership
- Opportunities for technical learning
Skills/Tech-stack
Backpropagation | Bfloat16 | Checkpointing | Data parallelism | Deep learning | DeepSpeed | Distributed Training | FSDP | Fault Tolerance | Float16 | Float8 | Gradient Checkpointing | Learning Rate | Learning Rate Scheduling | Machine Learning | Megatron | Model Parallelism | Numerical precision | Optimization Algorithms | Pipeline parallelism | Profiling | PyTorch | Zero
Education
N/A
Related jobs
-
Senior Staff Data Analytics Engineer INR 3242K-4500KAI Operations | AI gateway | API Management | Agentic Frameworks | AutomationSenior-level Full TimeBengaluru, KA, India11h ago
-
Attention Mechanisms | CUDA | Compute Graphs | Data Flow | Distributed SystemsEngineering excellence culture | Equity participation | Ownership | Remote workSenior-level Full TimeIndia18h ago
-
Network Data Scientist INR 2500K-4500KApplication Traffic Analysis | CI/CD | DNS | Data Pipelines | GitLab CISenior-level Full TimePune, IN18h ago
-
Staff Software Engineer, Storage AI/ML INR 2000K-3500KAI machine learning | C++ | Cloud Computing | Data Storage | Distributed SystemsSenior-level Full TimeHyderabad, Telangana, India19h ago
-
[T] Senior Software Engineer, AI/ML, Google Cloud INR 3000K-5000KC++ | Data Processing | Data Structures | Data structures algorithms | DebuggingSenior-level Full TimeBengaluru, Karnataka, India19h ago
-
Senior-level Full TimeBengaluru, India19h ago
-
Senior-level Full TimeBengaluru, India19h ago
-
Software Engineer II - Big Data INR 1500K-2500KAWS | Ab Initio | Apache Spark | Batch Processing | Data MiningMid-level Full TimeHyderabad, Telangana, India20h ago
-
Software Engineer III - Big Data INR 2200K-4200KAWS | Ab Initio | Apache Spark | Application deployment | Batch ProcessingSenior-level Full TimeHyderabad, Telangana, India20h ago
-
Senior AI Engineer – (Land Services) INR 2000K-3400KAI Foundry | AI Search | APIs | Agentic AI | ArcGISSenior-level Full TimeNoida, Uttar Pradesh, India21h ago
-
Full Stack Analytics Engineer INR 1500K-3000KAirflow | Amazon Redshift | Azure Synapse | CI/CD | Cloud ComputingSenior-level Full TimeMumbai, India22h ago
-
Full Stack Analytics Engineer INR 1500K-3000KAirflow | Amazon Redshift | Amazon Web Services | Azure | Azure SynapseSenior-level Full TimeMumbai, India22h ago
-
AI Testing | AI testing frameworks | Adversarial Testing | Bias Assessment | Experiment trackingFlexible contract | Fully remoteSenior-level Contract Full TimeIndia R22h ago
-
Cloud Computing | Containerization | Docker | GPU | KubernetesDistributed team | Four-day work week | Fully remote | Open source contribution opportunities | Unlimited paid time offSenior-level Full TimeIndia R22h ago
-
Deep learning | Distributed Training | Experiment tracking | JAX | Kernel optimizationAsync-first culture | Equity opportunities | High ownership | Remote-friendlySenior-level Full TimeIndia23h ago
-
Principal Data Engineer INR 1500K-3500KAPIs | Azure Cosmos | Azure Cosmos DB | Azure Data | Azure Data FactorySenior-level Full TimeIndia, Telangana, Hyderabad23h ago
-
DE&A - AIML - Data Science - Conventional AI - Search INR 3242K-4500KAlgorithm Design | Computer Vision | Convex Optimization | CudaGraph | Deep learningEntry-level Full TimePune, Maharashtra, India23h 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
-
Senior Machine learning Engineer INR 4000K-5500KAzure | Azure Blob | Azure Blob Storage | Azure ML | Blob StorageSenior-level Full Timebangalore, India1d ago
-
Senior AI Engineer INR 2500K-5000KAI Search | AWS SageMaker | Apache Airflow | Apache Kafka | Azure AICertification cost support | Dynamic career growth | Informal peer learning sessions | Innovation time | MentorshipSenior-level Full TimeHyderabad, TS, India1d ago
-
Senior-level Full TimePune, India R1d ago
-
Software Engineer - AI/ML INR 3000K-4408KArangoDB | Causal AI | Computer Vision | Continuous Deployment | Continuous integrationMid-level Full TimeChennai1d ago
-
Senior-level Full TimeNew Delhi, India1d ago
-
Industry Consulting Manager INR 1000K-1500KAPI Design | API Gateway | AWS CDK | AWS IAM | AWS LambdaMid-level Full TimeHyderabad, TG, IN1d ago