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Lead AI or ML Engineer @ Optum

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 Lead AI or ML Engineer

Job Description

We are seeking a highly skilled and experienced Data Scientist to join our team based in Bangalore. As a Data Scientist, you will play a critical role in developing and implementing AI/ML solutions. You will be responsible for utilizing your expertise in Python, SQL, and various frameworks like Scikit Learn, TensorFlow, and PyTorch to deliver production-grade AI/ML projects. The ideal candidate will have 2+ years of experience in Data Science, AI/ML, and a solid understanding of mathematical and statistical concepts. Experience in the US Healthcare domain and knowledge of Big Data and data streaming technologies are desirable. Primary Responsibilities:
  • Develop and implement AI/ML solutions using Python, pandas, numpy, and SQL
  • Utilize frameworks such as Scikit Learn, TensorFlow, and PyTorch to build and deploy models
  • Perform exploratory data analysis (EDA), statistical analysis, and feature engineering to uncover insights and patterns in data
  • Build, tune, and evaluate machine learning models for predictive and prescriptive analytics
  • Conduct drift analysis to monitor model performance and ensure accuracy over time
  • Collaborate with cross-functional teams to understand business requirements and translate them into technical solutions
  • Work on the full life cycle of AI/ML projects, including data preparation, model development, tuning, and deployment
  • Ensure the scalability, reliability, and efficiency of AI/ML solutions in production environments
  • Stay updated with the latest advancements in AI/ML techniques and tools, and identify opportunities to apply them to enhance existing solutions
  • Document and communicate findings, methodologies, and insights to technical and non-technical stakeholders
  • Comply with the terms and conditions of the employment contract, company policies and procedures, and any and all directives (such as, but not limited to, transfer and/or re-assignment to different work locations, change in teams and/or work shifts, policies in regards to flexibility of work benefits and/or work environment, alternative work arrangements, and other decisions that may arise due to the changing business environment). The Company may adopt, vary or rescind these policies and directives in its absolute discretion and without any limitation (implied or otherwise) on its ability to do so

    • Required Qualifications:
  • Bachelors or Masters degree in Computer Science, Data Science, Statistics, or a related field
  • 10+ years of overall experience with 5+ years of experience in Data Science, AI/ML, or a similar role
  • Hands-on experience in delivering production-grade AI/ML projects
  • Experience with the full life cycle of AI/ML projects, including EDA, model development, tuning, and drift analysis
  • Solid understanding of mathematical and statistical concepts
  • Solid programming skills in Python, with experience in pandas, numpy, and SQL
  • Proficiency in frameworks such as Scikit Learn, TensorFlow, and PyTorch
  • Proven excellent problem-solving and analytical thinking skills
  • Proven solid communication and collaboration skills to work effectively in a team environment
    • Preferred Qualifications:
  • Knowledge of Big Data technologies (PySpark, Hadoop) and data streaming tools (Kafka, etc.)
  • Familiarity with the US Healthcare domain
    • At UnitedHealth Group, our mission is to help people live healthier lives and make the health system work better for everyone. We believe everyoneof every race, gender, sexuality, age, location and incomedeserves the opportunity to live their healthiest life. Today, however, there are still far too many barriers to good health which are disproportionately experienced by people of color, historically marginalized groups and those with lower incomes. We are committed to mitigating our impact on the environment and enabling and delivering equitable care that addresses health disparities and improves health outcomes an enterprise priority reflected in our mission. #nic

    Job Classification

    Industry: Retail
    Functional Area / Department: Data Science & Analytics
    Role Category: Data Science & Machine Learning
    Role: Machine Learning Engineer
    Employement Type: Full time

    Contact Details:

    Company: Optum
    Location(s): Noida, Gurugram

    + View Contact

    Keyskills:   python scikit-learn sql tensorflow pytorch c++ natural language processing mathematics pyspark aiml numpy machine learning artificial intelligence pandas deep learning java data science kafka computer vision hadoop big data opencv ml statistics

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    Optum

    With the playing field for software development radically altered by distributed computing applications that span from cloud to mobile to Internet of Things (IoT), efficiency is at a premium. OptumSoft streamlines the software writing process through a platform that replaces the ad hoc approach many...

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