Sr machine Learning Data scientist

1 month ago

Pittsburgh, Pennsylvania, United States TMS LLC Full time

Job Description

Role: Sr. Machine Learning-Data Scientist

Location: Pittsburgh, PA, -you will need to relocate and be onsite in a Hybrid model from 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+ 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+ years of developing implementing machine learning algorithms using Python.
5+ 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+ years with document databases (e.g. MongoDB, Accumulo, etc.)
2+ years of distributed version control system (e.g. git)
1+ 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).

Qualifications:
Additional Information

All your information will be kept confidential according to EEO guidelines.

  • Data Scientist Senior Lead

    15 hours ago

    Pittsburgh, Pennsylvania, United States PNC Bank NA Full time

    Job SummaryPNC Bank NA is seeking a highly skilled Data Scientist Senior Lead to join our team. As a key member of our data science team, you will be responsible for leading the implementation of analytical projects that leverage vast amounts of structured and unstructured data to extract actionable business insights.Key ResponsibilitiesLead Data Science...

  • Data Scientist

    2 months ago

    Pittsburgh, Pennsylvania, United States The PNC Financial Services Group Full time

    Job ProfilePosition OverviewAt PNC, our people are our greatest differentiator and competitive advantage in the markets we serve. We are all united in delivering the best experience for our customers. We work together each day to foster an inclusive workplace culture where all of our employees feel respected, valued and have an opportunity to contribute to...

  • Data Scientist Senior

    3 weeks ago

    Pittsburgh, Pennsylvania, United States The PNC Financial Services Group Full time

    Job ProfilePosition OverviewAt PNC, our people are our greatest differentiator and competitive advantage in the markets we serve. We are all united in delivering the best experience for our customers. We work together each day to foster an inclusive workplace culture where all of our employees feel respected, valued and have an opportunity to contribute to...

  • Senior Data Scientist – Asset Management Group

    3 months ago

    Pittsburgh, Pennsylvania, United States PNC Full time

    Position OverviewAt PNC, our people are our greatest differentiator and competitive advantage in the markets we serve. We are all united in delivering the best experience for our customers. We work together each day to foster an inclusive workplace culture where all our employees feel respected, valued, and have an opportunity to contribute to the company's...

  • Data Scientist Senior

    1 month ago

    Pittsburgh, Pennsylvania, United States The PNC Financial Services Group Full time

    Job ProfilePosition OverviewAt PNC, our people are our greatest differentiator and competitive advantage in the markets we serve. We are all united in delivering the best experience for our customers. We work together each day to foster an inclusive workplace culture where all of our employees feel respected, valued and have an opportunity to contribute to...

  • Data Analyst Sr

    2 weeks ago

    Pittsburgh, Pennsylvania, United States The PNC Financial Services Group Full time

    Job ProfilePosition OverviewAt PNC, our people are our greatest differentiator and competitive advantage in the markets we serve. We are all united in delivering the best experience for our customers. We work together each day to foster an inclusive workplace culture where all of our employees feel respected, valued and have an opportunity to contribute to...

  • Research Scientist

    2 days ago

    Pittsburgh, Pennsylvania, United States Carnegie Mellon University Full time

    About the RoleWe are seeking a highly skilled Research Scientist to join our team at Carnegie Mellon University. As a Research Scientist, you will play a key role in advancing our research in advanced computing, AI engineering, and high performance computing.Key ResponsibilitiesConduct novel research in advanced computing, advanced analytics, and applied...

  • Research Scientist, AI Fundamentals

    5 days ago

    Pittsburgh, Pennsylvania, United States META Full time

    Meta is looking for a Research Scientist on a temporary contract to contribute to the Fundamental AI Research (FAIR) team, a pioneering research entity dedicated to enhancing the forefront of artificial intelligence. Candidates for this position should be acknowledged authorities in specific research domains such as AI, machine learning, computational...

  • Data Manager Sr

    1 month ago

    Pittsburgh, Pennsylvania, United States PNC Full time

    Position OverviewAt PNC, our people are our greatest differentiator and competitive advantage in the markets we serve. We are all united in delivering the best experience for our customers. We work together each day to foster an inclusive workplace culture where all of our employees feel respected, valued and have an opportunity to contribute to the...

  • Data Manager Sr

    2 months ago

    Pittsburgh, Pennsylvania, United States The PNC Financial Services Group Full time

    Job ProfilePosition OverviewAt PNC, our people are our greatest differentiator and competitive advantage in the markets we serve. We are all united in delivering the best experience for our customers. We work together each day to foster an inclusive workplace culture where all of our employees feel respected, valued and have an opportunity to contribute to...

  • Research Scientist

    6 days ago

    Pittsburgh, Pennsylvania, United States University of Pittsburgh Full time

    Research Scientist - Neurophysiology and Behavioral Analysis Bioengineering - Pennsylvania-Pittsburgh The Schwerdt Laboratory at the University of Pittsburgh is seeking a Research Scientist to investigate the role of dopamine in mood and motor control in nonhuman primates, particularly in relation to Parkinson's Disease models. This research will utilize...

  • 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...

  • Lead AI Research Scientist

    6 days ago

    Pittsburgh, Pennsylvania, United States Software Engineering Institute Full time

    At the Software Engineering Institute (SEI) AI Division, we engage in pioneering research in applied artificial intelligence and tackle the engineering challenges associated with the practical design and deployment of AI technologies and systems. Our initiative is at the forefront of advancing the discipline of AI Engineering, particularly in the realms of...

  • Senior Bioinformatics Scientist

    6 days ago

    Pittsburgh, Pennsylvania, United States Leaman Life Sciences Full time

    Location: Must be US basedQualifications: PhD in Computational Immunology or Biology requiredExperience: Minimum of 2 years in the biopharma or biomedical sectorTechnical Skills: Proficient in R, Python, and version control systems such as GITPosition Overview:The selected candidate will be instrumental in advancing computational methodologies to facilitate...

  • Senior Research Scientist

    3 days ago

    Pittsburgh, Pennsylvania, United States Carnegie Mellon University Full time

    About the RoleCarnegie Mellon University is seeking a highly skilled Senior Research Scientist to join our AI Division. As a member of our team, you will specialize in conducting adversarial machine learning research and contribute to the development of cutting-edge AI technologies.Key ResponsibilitiesConduct and lead novel research in applied machine...

  • Senior Research Scientist in AI Technologies

    6 days ago

    Pittsburgh, Pennsylvania, United States Software Engineering Institute Full time

    About Us At the Software Engineering Institute (SEI) AI Division, we are at the forefront of research in applied artificial intelligence, addressing the engineering challenges associated with the practical design and deployment of AI technologies and systems. Our mission is to enhance the discipline of AI Engineering, particularly in the context of Defense...

  • Analytical Scientist

    6 days ago

    Pittsburgh, Pennsylvania, United States Meet Full time

    Join a dynamic biotech organization dedicated to advancing treatments in oncology and neurology. We are currently seeking a talented Analytical Scientist to become a key member of our research team.As an Analytical Scientist, your primary responsibility will be to independently develop, execute, and evaluate analytical characterization assays. By employing a...

  • Research Scientist in Sustainable Agriculture

    4 weeks ago

    Pittsburgh, Pennsylvania, United States Pasa Sustainable Agriculture Full time

    Research Scientist in Sustainable AgricultureMission: Cultivating environmentally sound, economically viable, community-focused farms and food systemsPosition overview: Do you love data and specialize in agriculture, ecology, or soils? Are you passionate about helping farmers? We're seeking a full-time Research Scientist to dig into data to help farmers with...

  • Principal Researcher

    13 hours ago

    Pittsburgh, Pennsylvania, United States Apple Full time

    Position OverviewAs a Senior Research Scientist in the AIML team focused on Perception and Interaction, you will play a pivotal role in shaping the future of user experiences at Apple.LocationPittsburgh, Pennsylvania, United StatesAbout the TeamThe Machine Intelligence Neural Design (MIND) team is seeking a dedicated and innovative individual to contribute...

  • Research Scientist in AI Innovation

    6 days ago

    Pittsburgh, Pennsylvania, United States META Full time

    Meta is looking for a Postdoctoral Researcher to become part of the Fundamental AI Research (FAIR) team, a dedicated research unit aimed at achieving significant advancements in artificial intelligence. Candidates in this position will engage in pioneering research across various domains including artificial intelligence, machine learning, computational...