Senior Machine Learning Engineer

1 month ago

houston, United States Altea Healthcare Full time

Senior Machine Learning Engineer, MLOps


ALTEA Healthcare is a leading healthcare organization committed to revolutionizing the delivery of outpatient/post-acute care. We are seeking an experienced Machine Learning Engineer to join our team. The ideal candidate will have a strong background in deploying scalable ML models, including predictive/classification and NLP/NLU models. As an important member of the AI team, this person will contribute significantly to designing, implementing, and deploying various AI/ML product features to improve care delivery and quality for post-acute patients.


Responsibilities:

  • Develop and deploy production-ready ML models, with a focus on scalability and monitoring across a broad range of applications within healthcare
  • Write efficient, maintainable, and scalable Python code
  • Collaborate with machine learning scientists and data engineers to translate prototype code to production-ready code
  • Set up and maintain end-to-end pipelines including data ingress, egress, model inference, and model retraining
  • Build high-performance deployment architectures and model monitoring systems
  • Incorporate feedback from cross-functional teams and refine the ML-driven applications through quick iteration cycles
  • Maintain best practices of MLOps practices within the healthcare industry
  • Document the system architecture, design decisions, and codebase to facilitate future maintenance and enhancements.


Requirements:

  • Bachelor’s or Master’s degree in Engineering, Computer Science, or equivalent experience
  • At least 4-5 years of relevant experience as an MLOps Engineer
  • 4-5+ years of experience doing MLOps, model monitoring, drift detection, and model retraining
  • Azure Machine Learning Studio
  • Experience with transformer-based models and NLP, preferably in a healthcare context
  • Extensive experience with TensorFlow or PyTorch, and familiarity with HuggingFace
  • Track record of fine-tuning, running large-scale training jobs, and managing model servers like vLLM, TGI, or TorchServe
  • Strong proficiency in LangChain, vectorDB and cloud platforms (Azure), model experimentation tools like MLflow, and monitoring tools like Grafana/Splunk, and CI/CD like airflow, gitlab, and Big Data management like Spark, Kafka
  • Ability to work independently and collaboratively, manage priorities, and deliver high-quality results within project timelines


Job Type: Full-time

Pay: Competitive pay and benefits and extremely valuable startup stock options

Schedule: Full Time

  • Work Location: Hybrid position in Houston

Benefits:


  • 401(k)
  • Dental insurance
  • Health insurance
  • Vision insurance

  • Senior Machine Learning Engineer

    3 weeks ago

    Houston, Texas, United States TekValue IT Solutions Full time

    Senior Machine Learning Engineer PositionAbout TekValue IT SolutionsWe are a leading technology company seeking a highly skilled Senior Machine Learning Engineer to join our team. As a key member of our engineering team, you will be responsible for designing and developing advanced machine learning models to drive business growth and innovation.Key...

  • Senior Machine Learning Engineer

    3 weeks ago

    Houston, Texas, United States BetasharpInc Full time

    Job Title: Senior Machine Learning EngineerLocation: Remote/HybridDuration: 12+ Month ContractVisa Restriction: W2/1099Job Requirements:Expertise in Natural Language Processing (NLP) and deep learning techniques.Familiarity with popular machine learning frameworks such as Keras, PyTorch, and TensorFlow.Proficiency in programming languages like Python, C#,...

  • Senior Machine Learning Engineer

    3 weeks ago

    Houston, Texas, United States Kforce Technology Staffing Full time

    Job SummaryWe are seeking a highly skilled Senior Machine Learning Engineer to join our team at Kforce Technology Staffing. As a Senior Machine Learning Engineer, you will be responsible for designing and implementing machine learning systems and models, analyzing large datasets, and collaborating with cross-functional teams to develop AI solutions.Key...

  • Senior Machine Learning Engineer

    4 weeks ago

    Houston, United States Kforce Technology Staffing Full time

    RESPONSIBILITIES:Senior Machine Learning Engineer in Houston, TX for a hybrid and contract to hire/fulltime role.Summary:As a Senior machine learning engineer at Kforce's client, you will be developing and implementing machine learning models and using advanced statistical techniques to solve complex problems.Responsibilities:* Design machine learning...

  • Senior Machine Learning Engineer

    3 weeks ago

    Houston, Texas, United States Harnham Full time

    Job Title: Senior Machine Learning EngineerLocation: Remote OpportunityOverview of Role:We are seeking a highly motivated and experienced Senior Machine Learning Engineer to join our team. The ideal candidate will have a strong background in developing and fine-tuning AI models, with a focus on text classification and Natural Language Processing (NLP).Key...

  • Senior Machine Learning Engineer

    4 weeks ago

    Houston, Texas, United States Harnham Full time

    Job Title: Senior Machine Learning EngineerLocation: Remote or OnsiteJob Summary:We are seeking a highly skilled Senior Machine Learning Engineer to join our team. The ideal candidate will have extensive experience in developing and fine-tuning AI models, with a focus on text classification and Natural Language Processing (NLP). You will work closely with...

  • Senior Machine Learning Engineer

    4 weeks ago

    Houston, Texas, United States Altea Healthcare Full time

    Senior Machine Learning EngineerAltea Healthcare is a leading healthcare organization dedicated to revolutionizing outpatient and post-acute care delivery. We are seeking an experienced Machine Learning Engineer to contribute to our AI team.Key Responsibilities:Design, implement, and deploy scalable ML models for predictive/classification and NLP/NLU...

  • Senior Machine Learning Infrastructure Engineer

    2 weeks ago

    Houston, Texas, United States Manpower Group Inc. Full time

    Job Title: Senior Machine Learning Infrastructure EngineerJob Description:As a Senior Machine Learning Infrastructure Engineer, you will be responsible for designing, developing, and maintaining the infrastructure for machine learning workloads. This includes developing automated build and deployment processes, enhancing the existing CI/CD pipelines, and...

  • Senior Machine Learning Engineer

    5 months ago

    Houston, United States Harnham Full time

    Company Description:Our client operates in the automotive/retail/ supply chain space and is seeking a Lead Data Scientist with heavy logistics and supply chain industry experience. A background in working with logistics and supply chain data, as well as working on end-to-end data science projects is important for this position.As a Senior Machine Learning...

  • Senior Machine Learning Engineer

    1 month ago

    Houston, United States Harnham Full time

    Company Description:Our client operates in the automotive/retail/ supply chain space and is seeking a Lead Data Scientist with heavy logistics and supply chain industry experience. A background in working with logistics and supply chain data, as well as working on end-to-end data science projects is important for this position.As a Senior Machine Learning...

  • Senior Machine Learning Engineer

    5 months ago

    Houston, United States Harnham Full time

    Company Description:Our client operates in the automotive/retail/ supply chain space and is seeking a Lead Data Scientist with heavy logistics and supply chain industry experience. A background in working with logistics and supply chain data, as well as working on end-to-end data science projects is important for this position.As a Senior Machine Learning...

  • Senior Machine Learning Engineer

    1 month ago

    Houston, United States Altea Healthcare Full time

    Senior Machine Learning Engineer, MLOpsALTEA Healthcare is a leading healthcare organization committed to revolutionizing the delivery of outpatient/post-acute care. We are seeking an experienced Machine Learning Engineer to join our team. The ideal candidate will have a strong background in deploying scalable ML models, including predictive/classification...

  • Senior Machine Learning Engineer

    4 weeks ago

    Houston, United States Altea Healthcare Full time

    Senior Machine Learning Engineer, MLOpsALTEA Healthcare is a leading healthcare organization committed to revolutionizing the delivery of outpatient/post-acute care. We are seeking an experienced Machine Learning Engineer to join our team. The ideal candidate will have a strong background in deploying scalable ML models, including predictive/classification...

  • Senior Machine Learning Engineer

    3 weeks ago

    houston, United States Altea Healthcare Full time

    Senior Machine Learning Engineer, MLOpsALTEA Healthcare is a leading healthcare organization committed to revolutionizing the delivery of outpatient/post-acute care. We are seeking an experienced Machine Learning Engineer to join our team. The ideal candidate will have a strong background in deploying scalable ML models, including predictive/classification...

  • Senior Machine Learning Engineer

    1 month ago

    Houston, United States Altea Healthcare Full time

    Senior Machine Learning Engineer, MLOpsALTEA Healthcare is a leading healthcare organization committed to revolutionizing the delivery of outpatient/post-acute care. We are seeking an experienced Machine Learning Engineer to join our team. The ideal candidate will have a strong background in deploying scalable ML models, including predictive/classification...

  • Senior Machine Learning Engineer

    2 months ago

    houston, United States Harnham Full time

    Title: Senior Machine Learning EngineerLocation: Houston, TX 77077 - Onsite 4 days per week.Overview of Role:Are you a motivated Machine Learning Engineer looking to join a growing and innovative team?The ideal candidate will be responsible for developing and fine-tuning AI models, with a focus on text classification and Natural Language Processing (NLP)....

  • Senior Machine Learning Engineer

    5 months ago

    Houston, United States Harnham Full time

    Title: Senior Machine Learning EngineerLocation: Houston, TX 77077 - Onsite 4 days per week.Overview of Role:Are you a motivated Machine Learning Engineer looking to join a growing and innovative team?The ideal candidate will be responsible for developing and fine-tuning AI models, with a focus on text classification and Natural Language Processing (NLP)....

  • Senior Machine Learning Engineer

    3 weeks ago

    Houston, Texas, United States Vitol Full time

    About VitolVitol is a leading energy and commodities company with a strong presence in the global market. With a history spanning over 50 years, we have established ourselves as a trusted partner for energy traders and consumers alike.Job DescriptionWe are seeking an experienced Machine Learning Engineer to join our data science and machine learning team....

  • Senior Machine Learning Engineer

    2 weeks ago

    Houston, Texas, United States Altea Healthcare Full time

    Senior Machine Learning Engineer - MLOps ExpertAt Altea Healthcare, we're revolutionizing outpatient/post-acute care delivery with cutting-edge AI solutions. We're seeking an experienced Senior Machine Learning Engineer to drive our MLOps strategy. The ideal candidate will have a strong background in deploying scalable ML models, including...

  • Senior Machine Learning Engineer

    4 weeks ago

    Houston, United States BetasharpInc Full time

    Position: Sr Machine Learning EngineerLocation: Houston, TX – HybridDuration: 12+ Month ContractVisa restriction: W2/1099Note: LinkedIn MustJob Description:NL (Natural Learning) - deep learning experience.Familiarity with machine learning frameworks (like Keras or PyTorch) and libraries (like scikit-learn).Ability to write robust code in Python, C#, or...