Apply

Staff Machine Learning Engineer

Posted about 10 hours agoViewed

View full description

๐Ÿ’Ž Seniority level: Staff, 3-5 years

๐Ÿ“ Location: United States, Canada

๐Ÿ’ธ Salary: 100000.0 - 120000.0 USD per year

๐Ÿ” Industry: Insurance Technology

๐Ÿ—ฃ๏ธ Languages: English

โณ Experience: 3-5 years

๐Ÿช„ Skills: SQLGCPKubernetesMachine LearningPyTorchTensorflow

Requirements:
  • Proficiency in SQL and large-scale data processing
  • Understanding of RTB ecosystem and low-latency systems
  • Solid foundation in statistics and machine learning techniques
  • Experience with TensorFlow, PyTorch, or similar frameworks
  • Proven experience with GCP and Kubernetes
Responsibilities:
  • Design, build, deploy, and improve ML models for real-time bidding
  • Monitor and optimize model performance
  • Work cross-functionally on ML-driven solutions
  • Mentor team members and lead code reviews
  • Architect scalable services with Kubernetes
Apply

Related Jobs

Apply

๐Ÿ“ United States, Canada

๐Ÿงญ Full-Time

๐Ÿ’ธ 180000.0 - 210000.0 USD per year

๐Ÿ” Software Development

๐Ÿข Company: Gretel๐Ÿ‘ฅ 51-100๐Ÿ’ฐ $52,199,996 Series B over 3 years agoArtificial Intelligence (AI)Data Collection and LabelingMachine LearningPrivacyGenerative AIInformation TechnologySoftware

  • 5+ years of professional experience in software development
  • Significant experience with Python's ML ecosystem
  • Strong foundation in deep learning and related mathematics
  • Design and implement the software behind the core product
  • Collaborate with applied scientists and engineers
  • Unlock real-world use cases for synthetic data generation

PythonMachine LearningMLFlowPyTorchTensorflow

Posted 4 days ago
Apply
Apply

๐Ÿ“ United States, Canada

๐Ÿ’ธ 225000.0 - 250000.0 USD per year

๐Ÿข Company: Inspiren๐Ÿ‘ฅ 11-50๐Ÿ’ฐ $2,720,602 over 2 years agoMachine LearningAnalyticsInformation TechnologyHealth Care

  • 8+ years of professional experience in machine learning, software engineering, or a similar domain
  • 5+ years with machine learning algorithms, model development, and model deployment
  • 3+ years in advanced algorithm design and analysis
  • Proficiency in Python, R, or Scala languages for data science
  • Experience with TensorFlow, Keras, or PyTorch for neural network modeling
  • Ability to optimize machine learning models for performance
  • Proven track record of deploying machine learning models into production
  • Design and develop advanced algorithms to address complex business challenges.
  • Optimize machine learning models to achieve faster speed and greater efficiency.
  • Evaluate machine learning models to ensure they deliver accurate and relevant results.
  • Provide technical guidance and mentor junior machine learning engineers.

PythonKerasMachine LearningNumpyPyTorchAlgorithmsData scienceTensorflowSoftware Engineering

Posted 11 days ago
Apply
Apply

๐Ÿ“ Canada, Latin America, Alabama, Arizona, California, Colorado, Connecticut, Florida, Georgia, Illinois, Indiana, Massachusetts, Minnesota, Nevada, New Jersey, New York, North Carolina, Oregon, Pennsylvania, Rhode Island, Tennessee, Texas, Utah, Virginia, Washington

๐Ÿ’ธ 140000.0 - 220000.0 USD per year

๐Ÿ” Retail AI

๐Ÿข Company: Lily AI

  • 10+ years in building large-scale machine learning solutions and ML Ops practices.
  • Working with LLM APIs and serving LLMs in-house at scale.
  • Proficiency in Kubernetes, RDBMS, and API-driven development.
  • Experience in model serving in low-latency, high-throughput use cases.
  • Knowledge of observability, data pipeline design, service scaling, and cost optimization.
  • Strong emphasis on code hygiene, including review, documentation, testing, and CI/CD practices.
  • Proficiency in Python and PyTorch.
  • Extensive experience with the scientific Python ecosystem.
  • Proficiency in cloud-native application development.
  • Action-oriented with the ability to articulate complex concepts.
  • Define, design, and maintain scalable Machine Learning data pipelines, training infrastructure, and inference systems.
  • Optimize, benchmark, and productionize deep learning models to extract high-value product attributes.
  • Drive cost efficiency and throughput improvements, owning relevant KPIs.
  • Promote and implement software engineering best practices across the team.
  • Shape and evolve the technical stack to meet business and technical needs.
  • Transition research prototypes into robust, production-ready systems.
  • Deploy, monitor, and continuously improve models in production environments.
  • Optimize model performance, focusing on memory usage and latency.
  • Automate workflows by building efficient pipelines and orchestration frameworks.
  • Develop tools and shared libraries to boost team productivity.

PythonKubeflowKubernetesMachine LearningMLFlowPyTorchAzure

Posted 27 days ago
Apply
Apply

๐Ÿ“ United States, Canada

๐Ÿงญ Full-Time

๐Ÿ’ธ 260800.0 - 365100.0 USD per year

๐Ÿ” Digital Advertising

๐Ÿข Company: Reddit๐Ÿ‘ฅ 1001-5000๐Ÿ’ฐ $410,000,000 Series F over 3 years ago๐Ÿซ‚ Last layoff over 1 year agoNewsContentSocial NetworkSocial Media

  • 10+ years of contributing high-quality code to production systems that operate at scale.
  • 2+ years of experience operating as a Senior Staff engineer.
  • 5+ years of experience in building control systems, PID controllers, multi-armed bandits, reinforcement learning algorithms, or bid/pricing optimization systems.
  • Experience leading large engineering teams and collaborating with cross-functional partners.
  • Experience designing optimization algorithms in an ad serving platform or other marketplaces is preferred.
  • Familiarity with control systems and reinforcement learning algorithms is a strong plus.
  • Significant experience in Java, Python, Go, Scala, C++, or similar languages.
  • Experience with data processing frameworks like Spark, Flink, Kafka.
  • Familiarity with AWS or GCP as a cloud service provider.
  • Experience with tools like Kubernetes, Docker, Airflow, etc.
  • Familiarity with datastores such as ElasticSearch, Redis, and Postgres.
  • Building Reddit-scale optimizations to improve advertiser outcomes using innovative techniques.
  • Leveraging live auction data and model predictions to adjust campaign bids in real-time.
  • Incorporating knowledge of the Reddit ads marketplace into budget pacing algorithms.
  • Leading a team of 15+ engineers on designing new bid & budget optimization products.
  • Conducting rigorous A/B experiments to evaluate business impact.
  • Collaborating with cross-functional teams for customer representation.

AWSDockerPythonElasticSearchGCPJavaKafkaKubernetesMachine LearningPyTorchC++AirflowAlgorithmsCassandraGoPostgresRedisSparkTensorflowScala

Posted 3 months ago
Apply
Apply

๐Ÿ“ US

๐Ÿงญ Full-Time

๐Ÿ’ธ 165000.0 - 283000.0 USD per year

๐Ÿ” Technology

๐Ÿข Company: Mozilla๐Ÿ‘ฅ 5001-10000๐Ÿ’ฐ $300,000 Angel about 20 years ago๐Ÿซ‚ Last layoff 4 months agoInternetOpen SourceWeb BrowsersSoftwareBrowser Extensions

  • 6+ years experience as a Machine Learning engineer building tooling and services for ML applications in production.
  • Experience with designing and building ML tooling and infrastructure for training, deploying, inference, and validation of models.
  • Experience with distributed systems and platforms for AI integrations.
  • Strong problem-solving skills and the ability to communicate complex concepts effectively.
  • Experience working collaboratively with product managers and non-engineering teams.
  • Effective documentation and communication skills.
  • Lead the design, development, and integration of Generative AI solutions in Firefox.
  • Collaborate cross-functionally with product management, full-stack engineering, and design.
  • Build infrastructure for training and inference of LLMs and small models.
  • Implement robust validation and testing procedures.
  • Continuously monitor and optimize deployed models for performance and efficiency.

AWSArtificial IntelligenceCloud ComputingKubernetesMachine LearningPyTorchAlgorithmsData engineeringData scienceTensorflowCommunication SkillsCI/CDDocumentation

Posted 3 months ago
Apply
Apply

๐Ÿ“ USA

๐Ÿงญ Full-Time

๐Ÿ’ธ 235000 USD per year

๐Ÿ” E-commerce / AI

๐Ÿข Company: Wizard๐Ÿ‘ฅ 11-50Customer ServiceManufacturing

  • MS/Ph.D. in computer science, mathematics, or another quantitative discipline or exceptional work experience in ML engineering.
  • 5+ years ML Experience.
  • Experience developing machine learning-driven products at scale.
  • Experience solving problems using Machine Learning with PyTorch.
  • Exceptional understanding of designing ML systems in production at scale.
  • Practical experience with large data systems, data models, and data pipelines.
  • Ability to learn quickly on tech stack including GCP, Kubernetes, Airflow, Pandas, PyTorch, Python, Node.js.
  • Extensive experience with model deployment using Flask, FastAPI, or similar frameworks.
  • Build and maintain a training pipeline for fine-tuning open-source LLMs.
  • Test different LLM architectures at varying sizes and quantizations.
  • Serve and deploy the LLM on GPUs, avoiding OOM at runtime.
  • Formulate product issues as ML problems and quickly iterate on solutions.
  • Triage customer issues related to model/system shortcomings.
  • Simplify complex architecture communications for internal stakeholders.
  • Stay updated with the generative AI field and integrate new developments.

Node.jsPythonFlaskGCPKubernetesMachine LearningPyTorchAirflowFastAPIPandas

Posted 3 months ago
Apply
Apply

๐Ÿ“ United States, Canada

๐Ÿงญ Full-Time

๐Ÿ’ธ 199000.0 - 244000.0 USD per year

๐Ÿ” Aerospace

๐Ÿข Company: Acubed๐Ÿ‘ฅ 51-100Innovation ManagementAerospaceManufacturing

  • Master's degree or equivalent experience in computer science
  • 11+ years in software/system design for aerospace or robotics
  • 6+ years as a CV/ML perception software engineer
  • Experience with deep learning frameworks like PyTorch and TensorFlow
  • Experience deploying ML models to production
  • Extensive experience in Python
  • Strong communication skills
  • Design and develop ML models for vision-based flight capabilities
  • Drive technical direction and team guidance
  • Evaluate ML models for effectiveness and efficiency
  • Write maintainable product-level code
  • Collaborate with multiple teams across Airbus
  • Prototype projects using the latest innovations

PythonMachine LearningPyTorchTensorflow

Posted 3 months ago
Apply
Apply

๐Ÿ“ San Francisco, CA, Washington, DC

๐Ÿงญ Full-Time

๐Ÿ’ธ 180000 - 250000 USD per year

๐Ÿ” Artificial Intelligence

๐Ÿข Company: primer.ai

  • BS, MS, or PhD degree in computer science, related field or equivalent practical experience.
  • 5+ years as a backend software engineer integrating and deploying ML-driven functionality.
  • Mastery of data structures and algorithms, able to use them practically.
  • Experience with machine learning algorithms and tools such as Numpy, PyTorch, TensorFlow; bonus for experience with LLMs and NLP.
  • Experience authoring APIs in Python or Golang.
  • Curiosity, enthusiasm, and a love for teaching and learning.
  • Understand the landscape of NLP problems and help make strategic investments.
  • Design & develop distributed architectures, libraries, and systems impacting the company.
  • Integrate with features like event and topic detection, relationship extraction, etc.
  • Collaborate with cross-functional teams to drive technology vision and roadmap.
  • Triage and debug issues, identifying their sources and impacts.
  • Improve and promote engineering best practices across the company.

LeadershipPythonArtificial IntelligenceDesign PatternsMachine LearningNumpyPyTorchAlgorithmsData scienceData StructuresGoTensorflow

Posted 4 months ago
Apply
Apply

๐Ÿ“ Canada

๐Ÿงญ Full-Time

๐Ÿ” Artificial Intelligence

๐Ÿข Company: Cresta๐Ÿ‘ฅ 101-250๐Ÿ’ฐ $125,000,000 Series D 3 months agoAutomotiveCustomer ServiceArtificial Intelligence (AI)Intelligent SystemsRetailMachine LearningTelecommunicationsNatural Language ProcessingSoftware

  • Bachelorโ€™s Degree in Computer Science, Mathematics, or a related field; Masterโ€™s or Ph.D. preferred, or equivalent professional experience.
  • 7+ years of hands-on industry experience with AI and machine learning, preferably with 3+ years of experience working with LLMs in large-scale production environments.
  • Expert knowledge of machine learning concepts and methods, especially those related to NLP, Generative AI, and working with LLMs.
  • Proven leadership in designing and deploying AI solutions at scale, with a deep understanding of model optimization and real-time AI applications.
  • Extensive practical knowledge of modern machine learning frameworks and technologies (e.g., PyTorch, Tensorflow, Hugging Face, NumPy), as well as experience with distributed systems and cloud-based AI infrastructure.
  • Strong problem-solving and strategic thinking abilities, with a proven ability to lead cross-functional teams and work collaboratively to deliver innovative AI solutions in production.
  • A passion for driving AI adoption and pushing the boundaries of AI technology into real-world applications, with an ability to mentor junior engineers and influence strategic decisions across the organization.
  • Design, develop, and deploy Crestaโ€™s AI Agent solutions and proprietary models.
  • Focus on practical AI challenges such as improving reasoning, planning capabilities, and evaluation in real-world scenarios.
  • Collaborate with cross-functional teams including front-end and back-end software engineers to integrate AI Agents into Crestaโ€™s customer solutions.
  • Lead initiatives to scale AI systems for production environments, ensuring performance and reliability across use cases.
  • Contribute to solving cutting-edge problems in AI and help define the future roadmap for Crestaโ€™s AI Agents.
  • Innovate and research ways to improve security, cost-efficiency, and reliability of AI systems.

LeadershipMachine LearningNumpyPyTorchTensorflowProblem SolvingMentoring

Posted 4 months ago
Apply
Apply

๐Ÿ“ Canada

๐Ÿงญ Full-Time

๐Ÿ’ธ 160000 - 242000 CAD per year

๐Ÿ” Technology and Internet

๐Ÿข Company: Mozilla๐Ÿ‘ฅ 5001-10000๐Ÿ’ฐ $300,000 Angel about 20 years ago๐Ÿซ‚ Last layoff 4 months agoInternetOpen SourceWeb BrowsersSoftwareBrowser Extensions

  • A bachelorโ€™s degree in Statistics, Computer Science, related technical field, or equivalent practical experience.
  • A minimum of 6 years of experience in a quantitative role, with ideally much of that as a machine learning engineer or a data scientist.
  • Knowledge of and expertise in Natural Language Processing (NLP).
  • Proficiency in a data query language (e.g., SQL) and a programming language (e.g., Python).
  • Demonstrable experience with the full lifecycle of machine learning models - from development to deployment and monitoring.
  • Being an excellent team player with a proven ability to work effectively in cross-functional teams.
  • Ability to be self-directed after work is assigned and help less experienced team members get unblocked.
  • Apply statistical and machine learning techniques to process and analyze unstructured textual data.
  • Develop and finetune machine learning models for tasks such as entity recognition, classification, and text generation.
  • Utilize pretrained language models (e.g., GPT, LLAMA) and adapt them for specific use cases.
  • Optimize models for production usage, including considerations for scalability, latency, and resource.
  • Monitor and refine deployed models for performance and efficiency, and conduct troubleshooting when necessary.
  • Work closely with interdisciplinary teams to deliver high-quality features and solutions.
  • Stay current with advancements in NLP research, methodologies, and best practices.
  • Be consistently productive and operate with a high degree of autonomy.

PythonSQLMachine LearningCollaboration

Posted 4 months ago
Apply