Talent.com
This job offer is not available in your country.
Lead AI / ML Engineer

Lead AI / ML Engineer

OptumBengaluru, Karnataka, India
24 days ago
Job description

Optum is a global organization that delivers care, aided by technology to help millions of people live healthier lives. The work you do with our team will directly improve health outcomes by connecting people with the care, pharmacy benefits, data and resources they need to feel their best. Here, you will find a culture guided by diversity and inclusion, talented peers, comprehensive benefits and career development opportunities. Come make an impact on the communities we serve as you help us advance health equity on a global scale. Join us to start Caring. Connecting. Growing together.

AI / ML Engineers code and develop software that deploys ML models and algorithms into production. Communicate and present complex analytics results and concepts to leadership and internal stakeholders. Employ AI and / or ML that may include natural language processing (NLP), natural language understanding (NLU), semantic understanding, intent classification, computer vision, deep learning, and automatic speech recognition (ASR).Applies deep learning technologies to give computers the capability to visualize, learn and respond to complex situations. May adapt machine learning to areas such as artificial intelligence, robotics and other products that allow users to have an interactive experience. Work with large scale computing frameworks, data analysis systems. Employees in this role are expected to apply knowledge of experimental methodologies, statistics, optimization, probability theory and machine learning using code for tool building, statistical analysis, using both general purpose software and statistical languages.

Primary Responsibilities :

  • Lead and manage the data science team, ensuring that all data the company through data-driven decisions and predictive analytics
  • Develop and implement advanced algorithms, predictive models, and machine learning techniques to solve complex business problems
  • Collaborate with key business stakeholders to understand their data needs and provide data-driven recommendations
  • Oversee the, ensuring high-quality data analysis and predictive modeling
  • Develop and implement advanced statistical models and machine learning algorithms to extract key deployment and maintenance of data analytics infrastructure
  • Ensure the accuracy, quality, and integrity of data used for analysis
  • Monitor the performance of data-driven models and make necessary adjustments for continuous improvement
  • Promote data literacy across the organization and provide training as necessary insights from large datasets
  • Collaborate closely with cross-functional teams, including IT and Operations, to ensure alignment of data
  • Stay updated with latest industry trends in data science and analytics and implement new technologies as required
  • 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

Qualifications - External

Required Qualifications :

  • Graduate degree from a renowned institute in : Engineering / Statistics / Economics / Computer Science / Mathematics (with a solid quantitative background)
  • Experienced researcher with 10+ years of experience in developing and deploying Machine Learning (ML) solutions to generate business value
  • 4+ years of mentoring, and grooming a small team of Data Scientists / ML Engineers
  • Hands-on experience in using algorithm libraries / frameworks like PyTorch, TensorFlow and H2O
  • Hands-on experience in working with Big Data technologies such as SPARK
  • Worked hands-on on the cloud and have familiarity with cloud-based AI / ML services
  • Worked in Healthcare and have prior understanding of the kind of data, systems and problems involved in Healthcare
  • Worked hands-on using pre-trained models leveraging Transfer Learning, as well as using frameworks / libraries for NLP (e.g. Hugging Face, spaCy etc.) and CV (e.g. OpenCV)
  • Solid theoretical and practical knowledge of some or most econometric / statistical methods like Linear Regression, Logistic regression, Generalized Linear Model, Survival Analysis, Sampling Techniques, Time Series Analysis, CART, CHAID, Clustering, Discriminant Analysis, Principal Component Analysis, Factor Analysis, Multidimensional Scaling etc.
  • Solid theoretical and practical knowledge of some or most Machine Learning techniques like Random Forest, Support Vector Machine, Gradient Boosting Machine, XGBoost etc.
  • Solid theoretical and practical knowledge of some or most Deep Learning techniques across Recurrent Neural Networks, Convolutional Neural Networks etc. and Transformer Architectures as applied in the domains of Natural Language
  • Processing (NLP) and / or Computer Vision (CV)Consistent track record of building and successfully deploying Machine Learning solutions with demonstrable value to the organization
  • Solid to expert level programming ability Python
  • Proven ability to possess solid technical writing skills and must have published research papers in leading academic journals on topics related to Artificial Intelligence & Machine Learning
  • Proven ability to possess good presentation and public speaking skills; ability to organize and present information to audiences with disparate levels of technical understanding
  • Proven ability to work well in a matrix organization and possess solid collaboration skills as well as the ability to build partnerships
  • Proven ability to work well under pressure in a fast-paced environment
  • Proven excellent consulting skills, including the ability to engage with and present to CXO leaders as well as stakeholders with minimum to high analytics exposure across various departments in an organization
  • Proven good conflict management and prioritization skills
  • Proven excellent analytical and problem-solving skills, including the ability to disaggregate issues, identify root causes and recommend solution
  • Proven professional, service oriented, proactive and flexible
  • Preferred Qualifications :

  • Post-graduate degree
  • Experience in ML R&D with demonstrable impact
  • Exposure to U.S. Healthcare
  • Knowledge of Java and / or R
  • Knowledge of Azure
  • At UnitedHealth Group, our mission is to help people live healthier lives and make the health system work better for everyone. We believe everyone-of every race, gender, sexuality, age, location and income-deserves 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.

    Create a job alert for this search

    Lead Engineer • Bengaluru, Karnataka, India

    Related jobs
    • Promoted
    AI / ML Lead

    AI / ML Lead

    RecroBengaluru, Karnataka, India
    We are looking for an experienced.AI / ML strategy, with a strong focus on developing and deploying advanced models tailored to. You will lead the model lifecycle end-to-end, integrate GenAI / LLM solut...Show moreLast updated: 6 days ago
    • Promoted
    AI / ML Engineer

    AI / ML Engineer

    Evoke HR Solutions Pvt. Ltd.Bengaluru, Karnataka, India
    We are seeking a highly skilled.AI / ML solutions, including cutting-edge.You will collaborate with cross-functional teams to build scalable, production-ready AI systems that drive business impact.Bu...Show moreLast updated: 5 days ago
    • Promoted
    AI / ML Engineer

    AI / ML Engineer

    Recrohosur, tamil nadu, in
    PDFs, scanned images, invoices, etc.OCR output post-processing (JSON / CSV) using.OCR technologies, intelligent document processing, and enterprise-scale AI / ML solutions. Form Recognizer / Document Inte...Show moreLast updated: 29 days ago
    • Promoted
    Gen AI Architect

    Gen AI Architect

    PepsiCohosur, tamil nadu, in
    The GenAI Technical Solutions Architect develops and implements GEN AI achitecture strategies, best practices, and standards to enhance AI ML model deployment and monitoring efficiency.Develop arch...Show moreLast updated: 5 days ago
    • Promoted
    AI Leader

    AI Leader

    Tata ElectronicsKolar, Karnataka, India
    Tata Electronics Private Limited.TEPL) is a greenfield venture of the.India’s first AI-enabled state-of-the-art Semiconductor Foundry. This facility will produce chips for applications such as power...Show moreLast updated: 5 days ago
    • Promoted
    Full-Stack AI Engineer

    Full-Stack AI Engineer

    Recrohosur, tamil nadu, in
    We are looking for a highly skilled.The ideal candidate will have strong expertise in.RAG (Retrieval-Augmented Generation). You will be working on scalable, production-grade AI solutions leveraging ...Show moreLast updated: 24 days ago
    • Promoted
    AI LLM Research Engineer (TTS, M-LLM, Agentic Workflow)

    AI LLM Research Engineer (TTS, M-LLM, Agentic Workflow)

    FlashIntelhosur, tamil nadu, in
    FlashIntel is seeking a dedicated and innovative Research Engineer with a focus on Multimodal Large Language Models (m-LLMs), Text-to-Speech (TTS) technologies, and agentic workflows.This position ...Show moreLast updated: 30+ days ago
    • Promoted
    MLOps Lead Engineer

    MLOps Lead Engineer

    Innodata Inc.hosur, tamil nadu, in
    Bachelor's or Master's degree in Computer Science, Data Science, Statistics, or a related field.Proven experience in designing and implementing AI / ML models. Proficiency in programming languages suc...Show moreLast updated: 5 days ago
    • Promoted
    Senior AI / ML Engineers

    Senior AI / ML Engineers

    Programmers.iobangalore, karnataka, in
    In this role, you'll contribute to all phases of the ML lifecycle, from ideation to deployment, and play a key role in delivering high-quality, production-ready applications.Years of work experienc...Show moreLast updated: 5 days ago
    • Promoted
    AI / ML Architect

    AI / ML Architect

    IGT Solutionshosur, tamil nadu, in
    AI / ML Architecture & Development).We are seeking a highly skilled.Generative AI, Agentic AI, and ML frameworks.The ideal candidate will bring extensive experience in architecting enterprise-level s...Show moreLast updated: 16 days ago
    • Promoted
    Lead AI / ML Engineer – Remote (India)

    Lead AI / ML Engineer – Remote (India)

    Supyhosur, tamil nadu, in
    Remote
    Lead AI / ML Engineer – Remote (India).Supy is transforming how restaurant groups manage inventory, procurement, and decisions. Databricks that not only powers insights but also takes safe, automated ...Show moreLast updated: 2 days ago
    • Promoted
    Senior / Lead AI / ML Engineer

    Senior / Lead AI / ML Engineer

    ChubbBengaluru, Karnataka, India
    Chubb is a world leader in insurance.With operations in 54 countries and territories, Chubb provides commercial and personal property and casualty insurance, personal accident and supplemental heal...Show moreLast updated: 17 days ago
    • Promoted
    AI / ML Engineer

    AI / ML Engineer

    VeltrisBangalore, IN
    Veltris is a Digital Product Engineering Services partner committed to driving technology-enabled transformation across enterprises, businesses, and industries. We specialize in delivering next-gene...Show moreLast updated: 16 days ago
    • Promoted
    AI / ML Engineer

    AI / ML Engineer

    True ValueHub, Inc.bangalore, karnataka, in
    True ValueHub is an AI-native B2B SaaS solution for manufacturing companies.We help manufacturing companies save costs on direct material procurement. Our AI engine provides visibility into the true...Show moreLast updated: 24 days ago
    • Promoted
    ML Engineer (Deep Learning / Generative AI)

    ML Engineer (Deep Learning / Generative AI)

    Tata Consultancy Serviceshosur, tamil nadu, in
    ML Engineer (Deep Learning / Generative AI).Degree in computer science, artificial intelligence, or IT.ML), reinforcement learning, and natural language processing (NLP). Design, implement, and optimi...Show moreLast updated: 12 days ago
    • Promoted
    Gen AI Engineer

    Gen AI Engineer

    Ascendionhosur, tamil nadu, in
    Work location : Bangalore, Chennai, Hyderabad, Pune – Remote.We are seeking a highly skilled and visionary GEN AI and Implementor to lead the design, development, and deployment of advanced AI / ML so...Show moreLast updated: 6 days ago
    • Promoted
    AI Lead Engineer - Agentic Platforms

    AI Lead Engineer - Agentic Platforms

    OrbitShift.AIhosur, tamil nadu, in
    At OrbitShift, we are building the.AI-native Sales Operating System.Our multi-agent AI system enables actionable account insights, RFP response generation, targeted nudges, and sales content.Peak X...Show moreLast updated: 6 days ago
    • Promoted
    AI Engineer / ML Engineer (2–4 yrs)

    AI Engineer / ML Engineer (2–4 yrs)

    Nexoria Techworks Inc.hosur, tamil nadu, in
    Data Science & Machine Learning.Build datasets and features; implement training / evaluation loops for classic ML (classification / ranking). Ship inference services (REST / gRPC) with monitoring, logging...Show moreLast updated: 4 days ago