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    Job · 16214049

    PSRTEK Inc logo

    Sr ML Engineer -Chevron-HCL-Ritu Rajarshi Ghosh

    PSRTEK Inc · Bengaluru · onsite · Posted 45d ago

    Undisclosed6–12 yrsfulltimeSourced fromNaukri

    About a minute. You'll make an account on the way through.

    About this role

    As discussed, PFB details and enable 5 profiles at the earliest by before 6 PM
    Summary:
    • Years of Experience: 6-12years
    • Work timing - 01:30 -10:30 PM
    • Location - Bangalore
    • Notice Period - 0-30 days
    • Budget: Max 22 LPA (Pls be within this range)
    • 1st Round - Virtual
    • Final round - Face to Face at client location at Bellandur, Bangalore
    • F2F Location - 32 RMZ Ecoworld, Bellandur, Bangalore
    • Ready to work from client location (4 days WFO) and every Monday WFH.
    Description:
    • Senior ML Engineer (6+ years)
    • Applied Scientist - Energy Optimization
    • OT Data + ML Specialist
    • Azure ML: Pipelines, endpoints, environments, registries
    • ADF and Azure Databricks (PySpark, Delta Lake, DLT)
    • CI/CD via Azure DevOps - YAML pipelines, automated retrains
    • Monitoring: Application Insights, Azure Monitor, data drift monitors
    • Containerization (Docker), ONNX model packaging
    • Working knowledge of containerization (Docker) and API deployment (FastAPI/Flask).
    Preferable: Production Engineering knowledge Oil Gas industry
    Timeseries ML and constrained optimization for production ramp/sequence planning; ability to encode facility guardrails and drawdown targets.
    Pressure system feature engineering using DHP/WHP/Manifold/Up/Downstream signals; comfort reconciling telemetry with physical intuition.
    OT/historian (PI) data wrangling at scale; robust handling of gaps, sensor drift, and event slicing for ramp windows.
    Azure ML model packaging, endpoints, monitoring; hands on with CI/CD for retrains and can migrate from HPC trained models to cloud served artifacts.
    Operator centric delivery: translating model outputs into clear ramp steps/visual cues (stoplights, countdowns) and validating against control room practice.
    Key Responsibilities:
    A highly skilled Machine Learning Engineer with 5-10 years of experience in timeseries forecasting, sensor level feature engineering, and optimization models for industrial/energy systems. Strong background working with PI historian, operational telemetry, and production facility constraints. Proficient in designing end to end ML pipelines-from OT data extraction and feature engineering to model deployment, monitoring, and operator centric UI delivery. Adept at translating complex ML/optimization outputs into clear operational instructions used by field/production teams.
    Must Have Skills
    • PySpark
    • NumPy
    • RESTAPI
    Good to have Skills
    • Azure Data Lake


    Disclaimer: This job posting has been aggregated from external source. Role details, content, and availability are subject to change. Applicants are advised to confirm the latest information directly on the company website before applying.

    Sourced from naukri

    Skills

    data extractionDevopsDockerAzure DevopsDownstreamfeature engineeringazure mlData WranglingApplication InsightsFlask Frameworkdeploymentenergy systemsDatabrickscloudAzure DatabricksAzure Data LakeMicrosoft Azure

    About PSRTEK Inc

    PSRTEK Inc logo

    PSRTEK Inc

    Recruitment

    501-1000

    employees

    2015

    11 years old

    Princeton

    US

    ₹3.3L PA avg

    Avg at PSRTEK Inc

    About

    PSRTEK Inc. is a technology recruitment and IT staffing brand with a global footprint and an admired client base. As an ideas and innovation powerhouse with a culture of excellence, we bring remarkable expertise and deliver powerfully transformative results.

    What differentiates us is the deep industry focus, ability to anticipate trends and carry through on the explicit and implicit needs of clients. With specialist expertise and support, we bring absolute value to every touch point and deliver top talent in a highly competitive market within agreed timelines.

    Driven by the philosophy of customer delight, we take pride in our transparent approach and bring speed, sincerity, and humbleness to operations. Our passionate teams are ably supported by a strong technology base, thereby providing a consistent level of service in a tumultuous global scenario, where change is the new normal. Streamlined, yet agile, our deep reach, refined business processes and single-minded dedication empower us to take on any challenge and deliver commendably.

    Welcome to a world where knowledge meets integrity, dedication meets focus and success greets you…

    WELCOME to PSRTEK Inc.!!!

    Industries

    Recruitment

    Employee ratings

    10 reviews

    4.4/ 5

    Culture

    4.1

    Career growth

    3.3

    Work-life

    4.2

    Employees rate it well for

    Overall Company44Work-Life Balance43

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