Senior ML Engineer – Distributed RL & Post-Training Infrastructure
Tasks
- Architect distributed reinforcement learning infrastructure
- Balance inference loads across distributed compute network
- Build fault tolerant model evaluation systems
- Build high throughput model evaluation and ranking infrastructure
- Create real time leaderboards and contribution tracking
- Design automated validation and improvement detection
- Develop copy detection and decoy detection systems
- Develop post training pipelines for downloading fine tuning resubmitting models
- Implement PPO GRPO and RL techniques for coding and reasoning
- Implement anti gaming and sybil resistance mechanisms
- Implement multi-objective optimization
- Monitor and improve system performance
- Optimize distributed caching model diffing and monitoring
- Scale system for high volume model submissions
- Use cryptographic proofs for model ownership integrity verification
Perks/Benefits
- N/A
Skills/Tech-stack
Automated testing | Cryptography | Direct Preference Optimization | Distributed Systems | Docker | Graph Databases | Group Relative Policy Optimization | Inference Load Balancing | JAX | Kubernetes | Load Balancing | Model Evaluation | Model Serving | Monitoring | Multi-Objective Optimization | Objective optimization | Policy Optimization | Preference optimization | Proximal Policy Optimization | PyTorch | Python | Reinforcement Learning | Sybil Resistance | Time Series | Time-series databases
Education
N/A
Related jobs
-
Mid-level Full Time北京 R5h ago
-
Data Engineer (remote) USD 85K-100KAgile | Apache Hive | Apache Impala | Apache Spark | Artificial Intelligence401k match | Employee assistance program | Flexible schedule | Health insurance | Life insuranceMid-level Full TimeWork From Home, United States R6h ago
-
Team Lead USD 125K-165KAI Model Evaluation | AI model | Functional testing | Generative AI | JavaFlexible work arrangements | Remote workSenior-level Full TimeRemote R8h ago
-
Mid-level Full TimeRemote R8h ago
-
AWS EKS | BigQuery | CI/CD | ClickHouse | Distributed SystemsGym membership | Healthcare | Home-office equipment | Life insurance | Lunch cardSenior-level Full TimeRemote R10h ago
-
Backend Engineer AI Integration EUR 55K-60KAWS | Agent systems | Async Programming | Azure | CI/CDExtra day off for birthday | Flexible compensation platform | Gym wellness membership | Language courses | Meal vouchersMid-level Full TimeBarcelona, CT, Spain R11h ago
-
Tech Lead Cloud & Data Engineer (F/H) EUR 50K-65KAgile | Amazon Redshift | Amazon S3 | Azure | Azure DataEmployee stock ownership plan | Health insurance | Maternity Leave Supplement | Paid vacation bonus | Training opportunitiesSenior-level Full TimeLille, Hauts-de-France, France R13h ago
-
Senior GenAI Solution Engineer (all genders) EUR 65K-84KAWS Bedrock | Anthropic API | Async | Azure OpenAI | CI/CDCompany bike | Company events | Fitness membership subsidy | Flexible working hours | Home officeMid-level Full TimeHamburg, München, Düsseldorf, remote R13h ago
-
Agile | Apache Hadoop | Apache Spark | CI/CD | Cloud ComputingContinuous learning programs | Employee representative council | Health insurance | Meal vouchers | Profit sharingMid-level Full TimeParis, IDF, France R13h ago
-
Agile | Apache Hadoop | Apache Hive | Apache Kafka | Apache SparkEmployee representative council | Health insurance | Meal vouchers | Profit sharing | Referral bonusMid-level Full TimeParis, IDF, France R15h ago
-
Apache Hadoop | Apache Hive | Apache Kafka | Apache Spark | Azure HDInsightEmployee Committee | Health insurance | Holiday bonus | Meal vouchers | Profit sharingSenior-level Full TimeCourbevoie, IDF, France R15h ago
-
Sr. Embedded Detection Analyst USD 170K-205KAI tools | Alert Correlation | Cause analysis | Data Analysis | Detection engineeringSenior-level Full TimeRemote - USA R21h ago
-
AWS | C# | C++ | CI/CD | Cloud platformSenior-level Full TimePune - Tower 6, India R23h ago
-
Airflow | Amazon Redshift | Amazon SageMaker | BigQuery | CI/CDFlexible hours | Remote workSenior-level Full TimeSouth Africa - Remote R23h ago
-
Front And Ai Engineer - Ingles - Remoto EUR 30K-40KA2A | AG-UI | ASP.Net Core | Active Directory | App ServiceEmployee benefits discounts | Employee training | Flexible compensation | Indefinite contract | Remote workSenior-level Full TimeSpain - Remote R23h ago
-
MLOPS ENGINEER – HIBRIDO o REMOTO – INGLES EUR 35K-40KAirflow | Apache Spark | CI/CD | Control-M | ETLDiscounts | Employee benefits club | Flexible compensation | Hybrid work option | Indefinite contractEntry-level Full TimeESPAÑA, ESPAÑA R23h ago
-
Software Engineer INR 1200K-1400KAWS | Apache Flink | Apache Spark | Data Modeling | Data WarehousingHybrid work | Remote workMid-level Full TimeRemote (IND), India R23h ago
-
Senior Backend Engineer CAD 126K-170KAWS | Access Management | Algorithms | Automated testing | AzureDental insurance | Employee Assistance Program (EAP) | Flexible time off | Medical insurance | Paid HolidaysSenior-level Full TimeRemote Canada - ON R23h ago
-
Machine Learning Engineer (Staff & Principal) USD 239K-417KData Mining | Data extraction | Deep learning | Feature Engineering | Hypothesis Testing401k plan | Dental insurance | Health insurance | Paid time off | Parental leave programSenior-level Full TimeSan Francisco, CA; Los Angeles, CA; … R23h ago
-
Senior Data Engineer USD 160K-180KAWS | Amazon Redshift | Amazon S3 | Apache Airflow | CI/CD401k match | Community service events | Employee assistance program | Employee discounts | Health, dental, vision benefitsSenior-level Full TimeEnglewood Cliffs, NJ, US R1d ago
-
Machine Learning Engineer - Perception USD 161K-237K3D data | 3D data processing | Cloud processing | Computer Vision | Data Generation401k retirement plan | Dental insurance | Employee referral bonus | Flexible PTO | Free lunchSenior-level Full TimeColumbus, Ohio or Remote R1d ago
-
Senior AI Software Engineer USD 215K-250KAWS Bedrock | AWS CloudFront | AWS Cognito | AWS ECR | AWS S3401k plan | Dental insurance | Disability insurance | Flexible PTO | Health insuranceSenior-level Full TimeRemote R1d ago
-
Staff Software Engineer, Databases USD 180K-220KC++ | Computer Architecture | Distributed Storage | Distributed Systems | Graph DatabaseEquity | Health benefitsSenior-level Full TimeRemote R1d ago
-
Amazon QuickSight | Business Continuity | Business Intelligence | Data Backup | Data GovernanceAdditional paid time off | Early stage company equity potential | Health insurance | Indefinite term contract | Learning budgetSenior-level Full TimeTrabajo a distancia R1d ago
-
Staff Data Engineer BRL 325K-443KAWS Glue | AWS Glue Catalog | Amazon MWAA | Amazon S3 | Apache AirflowRemote workSenior-level Full TimeSão Paulo, SP, Brazil R1d ago