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1556 Infosys Jobs

Machine Learning Engineer

3-8 years

Bangalore / Bengaluru

1 vacancy

Machine Learning Engineer

Infosys

posted 6hr ago

Job Role Insights

Flexible timing

Job Description

Responsibilities
  • As part of this role, youll need to comprehend various ML algorithms, their strengths, weaknesses, and how they impact deployment.
  • Algorithm Development:- Design, develop, and implement machine learning algorithms to address specific business challenges.- Collaborate with cross-functional teams to understand requirements and deliver solutions that meet business objectives.
  • Data Analysis and Modeling:- Perform exploratory data analysis to gain insights and identify patterns in large datasets.- Build, validate, and deploy machine learning models for predictive and prescriptive analytics.
  • Feature Engineering:- Extract and engineer relevant features from diverse datasets to enhance model performance.- Optimize and fine-tune models for improved accuracy and efficiency.
  • Model Evaluation and Deployment:- Conduct thorough evaluation of machine learning models using appropriate metrics.- Deploy models into production environments, ensuring scalability, reliability, and performance.- Communicate complex technical concepts to non-technical stakeholders effectively.
  • Technical and Professional Requirements:
    Bachelor's or Master's degree in Computer Science, Machine Learning, Data Science, or a related field.
  • 5-6 years of hands-on experience in developing and deploying machine learning models.
  • Proficiency in programming languages such as Python, R, or Java.
  • Experience with data preprocessing, feature engineering, and model evaluation techniques.
  • Understanding how to set up scalable and reliable environments for ML models is crucial.
  • Mastery of CI/CD and Automation Tools: Continuous Integration/Continuous Deployment
  • Knowledge of tools like Azure ML DevOps, Jenkins, GitLab CI/CD, and Kubernetes to automate workflows and ensure smooth deployments.
  • Knowledge of Monitoring and Logging Systems: Azure Monitor, Prometheus, Grafana, and ELK stack for monitoring and logging.
  • Strong Communication and Collaboration Abilities: As a team lead, the candidate will work closely with data scientists, engineers, and stakeholders.
  • Preferred Skills:
    Technology->Machine learning->data science
    Additional Responsibilities:
    Understanding of forecasting & revenue ERP environments (e.g.: Salesforce & SAP ECC)
  • Knowledge of machine learning frameworks (e.g., TensorFlow, PyTorch) and libraries (e.g., scikit-learn).
  • Deep Understanding of Machine Learning Models
  • Proficiency in Cloud and On-Premises Infrastructure
  • Excellent communication skills for aligning goals, resolving conflicts, and driving successful ML projects.
  • Continuous Learning: Stay abreast of the latest developments in machine learning, data science, and related fields.
  • Educational Requirements
    Bachelor of Engineering
    Service Line
    Data & Analytics Unit
    * Location of posting is subject to business requirements

    Employment Type: Full Time, Permanent

    Read full job description

    Infosys Interview Questions & Tips

    Prepare for Infosys Machine Learning Engineer roles with real interview advice

    Top Infosys Machine Learning Engineer Interview Questions

    Q1. What is evaluation Matrix for classification
    Q2. What isp,d,q values in time series
    Q3. What is L1 and L2 regression
    View all 7 questions

    What people at Infosys are saying

    Machine Learning Engineer salary at Infosys

    reported by 74 employees with 1-5 years exp.
    ₹3 L/yr - ₹11.4 L/yr
    36% less than the average Machine Learning Engineer Salary in India
    View more details

    What Infosys employees are saying about work life

    based on 37.7k employees
    73%
    89%
    68%
    90%
    Flexible timing
    Monday to Friday
    No travel
    Day Shift
    View more insights

    Infosys Benefits

    Submitted by Company
    5 Days Working
    Flexible Working Hours
    Maternity, Paternity and Adoption Leave
    Transportation
    Submitted by Employees
    Work From Home
    Cafeteria
    Health Insurance
    Soft Skill Training
    Gymnasium
    Job Training +6 more
    View more benefits

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    Bengaluru Office
    Headquarter
    Infosys, Plot No.44 Hosur Main Road, Electronics City Bengaluru
    Karnataka 560100
    Bengaluru Office
    Infosys, K 310, 1st Main Road, 5th Block, Koramangala Bengaluru
    Karnataka 560095

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