Sr. Machine Learning Engineer

2 months ago

Pittsburgh, United States Simple Solutions Full time
Job DescriptionJob Description


Sr. Machine Learning Engineer – Data Scientist - Hybrid Day 1


Job Summary

Our client is growing and the data processing landscape is shifting. We collect terabytes of data of various types, including real-time, from a cadre of sources from all of our clients. Our clients, large and small health systems, too are growing. The kinds and amount of data that each generates on a yearly basis is exponentially growing. Having this data improves our clients’ situational awareness, leading them to better understand how they are performing in order to improve their overall outcomes. This is true for the smallest community hospital to the largest health system.

As a Data Scientist you will be working in one of the most complex data environments in healthcare. We are developing state-of-the-art large-scale Machine Learning Services and Applications on the Cloud involving large amounts of data. We work on applying predictive technology to a wide spectrum of problems. We are looking for talented and experienced Machine Learning Engineers/Data Scientists who can apply innovative Machine Learning techniques to real-world problems. You will get to work in a team dedicated to advancing Machine Learning solutions and converting them into operational improvements for healthcare. You should be someone who loves to bring data together to answer business questions and drive change.


Experience

Our client has a large and robust healthcare data set. We are expanding our team to include experienced machine learning engineers to help create actionable insight from this data. You will work with data experts to integrate predictive analytics into the healthcare operations.

  • Experience with applying machine learning models to solve real-world problems (i.e. with multiple stake holders) as part of their on-the-job duties.
  • Emphasis on analysis and model development, but experience deploying a model for an end-to-end app solution of some sort.
  • Advanced machine learning skills using Python or R: clustering, regression, classification, and machine learning frameworks such as Apache Mahout.
  • Assess model performance; train multiple models; carry out tuning. Run A/B tests on models.
  • Some familiarity with deep learning.
  • Experience working with database systems.
  • Transform and clean data into an appropriate form for statistical analysis.
  • Work with domain experts to identify areas where predictive analytics can take us to the next level.
  • Be an active listener, probe requirements for all projects from relevant stakeholders, stay nimble and willing to produce rapid iterations.
  • Be capable of self-direction, within context.


Skills:

  • Some familiarity with deep learning.
  • 3-6+ years of machine learning experience. Experience using predictive analytics in a business or healthcare setting.
  • Deep knowledge of a scripting or statistical programming language (Python preferred). Basic SQL. Ability to efficiently work with very large datasets. Ability to deal with non-standard machine learning datasets (class-imbalances, sparse matrices, etc.)
  • Comfortable writing complex SQL queries. Experience developing python packages. Version control experience in Git or a similar system. Experience with agile development practices. Experience with Hadoop. Experience with low-level machine learning libraries
  • 3-6+ years of developing implementing machine learning algorithms using Python.
  • 5-10+ years of SQL
  • 2+ years working with open-source Big Data technology stacks (Apache Nifi, Spark, Kafka, HBase, Hadoop/HDFS, Hive, Drill, Pig, etc.) or commercial open source Big Data technology stacks (Hortonworks, Clouder, etc.)
  • 3-10+ years with document databases (e.g. MongoDB, Accumulo, etc.)
  • 2-5+ years of distributed version control system (e.g. git)
  • 1-5+ years of experience in cloud-based development and delivery

Duties and Responsibilities

  • Use machine learning, data mining, and statistical techniques to create new, scalable solutions for business problems.
  • Analyst and extract relevant information from business data to help automate and optimize key processes.
  • Design, develop, and evaluate highly innovative models for predictive learning.
  • Establish scalable, efficient, automated processes for large scale data analyses, model development, model validation, and model implementation.
  • Research and implement novel machine learning and statistical approaches.


Education:

  • Master’s Degree in Computer Science or other related field of study (preferred).
  • Bachelor's Degree in Computer Science or other related field of study (required).


  • Sr machine Learning Data scientist

    1 month ago

    Pittsburgh, Pennsylvania, United States TMS LLC Full time

    Job DescriptionRole: Sr. Machine Learning-Data ScientistLocation: Pittsburgh, PA, -you will need to relocate and be onsite in a Hybrid model from day 1Job SummaryOur client is growing and the data processing landscape is shifting. We collect terabytes of data of various types, including real-time, from a cadre of sources from all of our clients. Our clients,...

  • Machine Learning Engineer

    5 months ago

    Pittsburgh, United States Bossa Nova Robotics Full time

    Position Bossa Nova is looking for a skilled Machine Learning Engineer to help us transform the retail industry with our AI technologies. Bossa Nova is looking for a new graduate to mid-level Machine Learning Engineer specializing in Computer Vision. The ideal candidate will have a passion for developing robust and reliable machine learning models and...

  • Machine Learning Engineer

    2 weeks ago

    Pittsburgh, United States Lovelace AI Full time

    Job DescriptionJob DescriptionAbout Us:Lovelace AI was born from the desire to apply state of the art AI and systems engineering to the question of human safety, especially in dangerous conditions such as conflict, disaster response, anti-terrorism and deterrence against AIs designed by adversaries to harm civilians.How many lives can be saved by taming the...

  • Machine Learning Engineer

    3 months ago

    Pittsburgh, United States Carnegie Mellon University Full time

    Description At the SEI AI Division, we conduct research in applied artificial intelligence and the engineering questions related to the practical design and implementation of AI technologies and systems. We currently lead a community-wide movement to mature the discipline of AI Engineering for Defense and National Security. As our government...

  • Machine Learning Engineer

    15 hours ago

    Pittsburgh, Pennsylvania, United States Carnegie Mellon University Full time

    About the RoleCarnegie Mellon University is seeking a highly skilled Machine Learning Engineer to join our AI Division. As a key member of our team, you will specialize in engineering solutions that support Adversarial Machine Learning (AML) research.Key ResponsibilitiesDesign and build well-engineered prototypes of AI systems, leveraging machine learning...

  • Machine Learning Engineer II

    2 months ago

    Pittsburgh, United States TeleTracking Technologies, Inc. Full time

    Job DescriptionJob DescriptionMachine Learning Engineer II – Data ScientistJob SummaryTeleTracking is growing and the data processing landscape is shifting. We collect terabytes of data of various types, including real-time, from a cadre of sources from all of our clients. Our clients, large and small health systems, too are growing. The kinds and amount...

  • Machine Learning Research Intern

    4 weeks ago

    Pittsburgh, United States Carnegie Mellon University Full time

    Pittsburgh Supercomputing Center is a joint computational research center with Carnegie Mellon University and the University of Pittsburgh. Established in 1986, PSC is supported by several federal agencies, the Commonwealth of Pennsylvania and private industry. PSC provides university, government and industrial researchers with access to several of the most...

  • Senior Research Scientist

    3 months ago

    Pittsburgh, United States Carnegie Mellon University Full time

    At the SEI AI Division, we conduct research in applied artificial intelligence and the engineering questions related to the practical design and implementation of AI technologies and systems. We currently lead a community-wide movement to mature the discipline of AI Engineering for Defense and National Security.As our government customers adopt AI and...

  • Senior Research Scientist

    3 months ago

    Pittsburgh, United States Carnegie Mellon University Full time

    At the SEI AI Division, we conduct research in applied artificial intelligence and the engineering questions related to the practical design and implementation of AI technologies and systems. We currently lead a community-wide movement to mature the discipline of AI Engineering for Defense and National Security.As our government customers adopt AI and...

  • Senior Research Scientist

    1 month ago

    Pittsburgh, United States Carnegie Mellon University Full time

    At the SEI AI Division, we conduct research in applied artificial intelligence and the engineering questions related to the practical design and implementation of AI technologies and systems. We currently lead a community-wide movement to mature the discipline of AI Engineering for Defense and National Security.As our government customers adopt AI and...

  • Senior Machine Learning Research Scientist

    4 days ago

    Pittsburgh, United States Carnegie Mellon University Full time

    What We Do: At the SEI AI Division, we conduct research in applied artificial intelligence and the engineering questions related to the practical design and implementation of AI technologies and systems. We currently lead a community-wide movement to mature the discipline of AI Engineering for Defense and National Security. As our government customers adopt...

  • Senior Research Scientist

    3 months ago

    Pittsburgh, United States Carnegie Mellon University Full time

    At the SEI AI Division, we conduct research in applied artificial intelligence and the engineering questions related to the practical design and implementation of AI technologies and systems. We currently lead a community-wide movement to mature the discipline of AI Engineering for Defense and National Security. As our government customers adopt AI and...

  • Senior Research Scientist

    1 month ago

    Pittsburgh, United States Software Engineering Institute Full time

    At the SEI AI Division, we conduct research in applied artificial intelligence and the engineering questions related to the practical design and implementation of AI technologies and systems. We currently lead a community-wide movement to mature the discipline of AI Engineering for Defense and National Security. As our government customers adopt AI and...

  • Machine Learning Research Scientist

    5 days ago

    Pittsburgh, United States Carnegie Mellon University Full time

    Job Description At the SEI AI Division, we conduct research in applied artificial intelligence and the engineering questions related to the practical design and implementation of AI technologies and systems. We currently lead a community-wide movement to mature the discipline of AI Engineering for Defense and National Security. As our government customers...

  • Multimodal Machine Learning Research Intern

    3 months ago

    Pittsburgh, United States Bosch USA Full time

    Company Description The Bosch Research and Technology Center North America with offices in Sunnyvale, California, Pittsburgh, Pennsylvania and Cambridge, Massachusetts is a part of the global Bosch Group (www.bosch.com), a company with over 70 billion euro revenue, 400,000 employees worldwide, a very diverse product portfolio, and a history spanning over...

  • Multimodal Machine Learning Research Intern

    3 months ago

    Pittsburgh, United States Bosch USA Full time

    **Company Description** The Bosch Research and Technology Center North America with offices in Sunnyvale, California, Pittsburgh, Pennsylvania and Cambridge, Massachusetts is a part of the global Bosch Group (www.bosch.com), a company with over 70 billion euro revenue, 400,000 employees worldwide, a very diverse product portfolio, and a history spanning over...

  • Senior Research Scientist

    3 months ago

    Pittsburgh, PA, United States Carnegie Mellon University Full time

    At the SEI AI Division, we conduct research in applied artificial intelligence and the engineering questions related to the practical design and implementation of AI technologies and systems. We currently lead a community-wide movement to mature the discipline of AI Engineering for Defense and National Security.As our government customers adopt AI and...

  • Senior Research Scientist

    2 months ago

    Pittsburgh, PA, United States Carnegie Mellon University Full time

    At the SEI AI Division, we conduct research in applied artificial intelligence and the engineering questions related to the practical design and implementation of AI technologies and systems. We currently lead a community-wide movement to mature the discipline of AI Engineering for Defense and National Security.As our government customers adopt AI and...

  • Machine Vision Engineer

    1 week ago

    Pittsburgh, United States YKK AP Technologies Lab (NA) Inc. Full time

    Summary:We are seeking a highly talented and motivated Computer Vision / Machine Vision specialist to join our Engineering team. As a Machine Vision Engineer, you will play a crucial role in developing cutting-edge industrial technologies. Essential Duties and Responsibilities include the following. Other duties may be assigned.Conduct research into...

  • Machine Vision Engineer

    4 days ago

    Pittsburgh, United States YKK AP Technologies Lab (NA) Inc. Full time

    Summary:We are seeking a highly talented and motivated Computer Vision / Machine Vision specialist to join our Engineering team. As a Machine Vision Engineer, you will play a crucial role in developing cutting-edge industrial technologies. Essential Duties and Responsibilities include the following. Other duties may be assigned.Conduct research into...