TinyFish Logo

TinyFish

Senior ML Engineer

Reposted 25 Days Ago
Remote or Hybrid
Hiring Remotely in United States
160K-240K Annually
Senior level
Remote or Hybrid
Hiring Remotely in United States
160K-240K Annually
Senior level
Design, train, and deploy scalable ML models (generative, classification, regression). Define feature roadmaps, collaborate with engineering to implement code and APIs, adapt ML methods for distributed/GPU environments, and create evaluation/annotation programs for fine-tuning and performance measurement.
The summary above was generated by AI
Senior ML EngineerResponsibilities
  • Develop highly scalable ML products by training and deploying generative, classification, and regression models key to TinyFish's underlying products.

  • Suggest, collect and synthesize requirements and create effective feature roadmap.

  • Code deliverables in tandem with the engineering team.

  • Adapt standard machine learning methods to best exploit modern parallel environments (eg distributed clusters, multicore SMP, and GPU).

  • Work on a range of classification and optimization problems that might include web agent automation, entity resolution, search, ranking and retrieval, and others as needed.

  • Design evaluation and annotation programs to enable model and web agent reinforcement training, fine tuning, and performance evaluation.

Qualifications
  • BS or MS in Computer Science, Electrical Engineering, Machine Learning, or a related field

  • 3+ years of hands-on experience designing and training ML models to solve real world problems.

  • Proficiency in Python and deep learning frameworks such as PyTorch or TensorFlow

  • Strong software engineering skills: data structures, algorithms, distributed systems design, and API development

  • Familiarity with scalable data processing frameworks such as Apache Spark, Beam, or other systems.

  • Track record of consistently improving model or overall system performance to achieve business outcomes.

  • Excellent problem-solving aptitude and the ability to work cross-functionally in a fast-paced startup environment

  • Clear communicator who can distill complex AI concepts for technical and non-technical stakeholders

Similar Jobs

2 Days Ago
In-Office or Remote
120K-215K Annually
Senior level
120K-215K Annually
Senior level
Artificial Intelligence • Big Data • Healthtech • Information Technology • Machine Learning • Software • Analytics
Design, deploy, and scale responsible AI and machine learning solutions supporting healthcare provider experiences. Lead AI initiatives, provide technical direction to AI engineers, evaluate emerging technologies, and partner with product, data, and business teams. Ensure models meet enterprise standards for performance, security, governance, and scalability while contributing to cloud modernization. The role emphasizes generative AI, LLMs, conversational AI, API development, cloud hosting, and production operations.
Top Skills: Access ControlsArtificial IntelligenceAWSCloud ComputingCloud ModernizationDisaster RecoveryGenerative AiJavaLarge Language ModelsLoggingMachine LearningMonitoringNatural Language ProcessingPerformance TuningPythonRest ApisWeb Apis
3 Days Ago
In-Office or Remote
171K-269K Annually
Senior level
171K-269K Annually
Senior level
Cloud • Information Technology • Productivity • Security • Software • App development • Automation
Build and maintain core infrastructure for developing, training, evaluating, deploying, and operating machine learning models and pipelines for Atlassian’s GenAI products. Solve complex software infrastructure and architecture challenges, lead engineers through technical projects from design to launch, and collaborate with internal teams and customers. The role involves large-scale distributed systems, data processing, cloud platforms, CI/CD, and machine learning lifecycle support.
Top Skills: Amazon EksAmazon KinesisAmazon S3Amazon Web ServicesSparkAws CloudformationAws NetworkingAws SecurityContinuous DeliveryContinuous IntegrationDatabricksDeep LearningJavaKotlinMachine LearningPythonSearch Platforms
3 Days Ago
In-Office or Remote
171K-269K Annually
Senior level
171K-269K Annually
Senior level
Cloud • Information Technology • Productivity • Security • Software • App development • Automation
Design and optimize large-scale machine learning model-serving systems, including distributed infrastructure, load balancing, auto-scaling, batching, caching, and inference optimization. Build highly reliable, high-concurrency services serving billions of requests, improve latency and throughput, benchmark inference engines, and develop CI/CD infrastructure for model deployments. Partner with ML engineers to fine-tune and deploy open-source large language models.
Top Skills: Auto-ScalingBatch SchedulingCC++Ci/CdDistributed SystemsGpu KernelsKv CacheLoad BalancingQuantizationRustSglangSpeculative DecodingTensorrt-LlmTritonVllm

What you need to know about the Colorado Tech Scene

With a business-friendly climate and research universities like CU Boulder and Colorado State, Colorado has made a name for itself as a startup ecosystem. The state boasts a skilled workforce and high quality of life thanks to its affordable housing, vibrant cultural scene and unparalleled opportunities for outdoor recreation. Colorado is also home to the National Renewable Energy Laboratory, helping cement its status as a hub for renewable energy innovation.

Key Facts About Colorado Tech

  • Number of Tech Workers: 260,000; 8.5% of overall workforce (2024 CompTIA survey)
  • Major Tech Employers: Lockheed Martin, Century Link, Comcast, BAE Systems, Level 3
  • Key Industries: Software, artificial intelligence, aerospace, e-commerce, fintech, healthtech
  • Funding Landscape: $4.9 billion in VC funding in 2024 (Pitchbook)
  • Notable Investors: Access Venture Partners, Ridgeline Ventures, Techstars, Blackhorn Ventures
  • Research Centers and Universities: Colorado School of Mines, University of Colorado Boulder, University of Denver, Colorado State University, Mesa Laboratory, Space Science Institute, National Center for Atmospheric Research, National Renewable Energy Laboratory, Gottlieb Institute

Sign up now Access later

Create Free Account

Please log in or sign up to report this job.

Create Free Account