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Software Engineering Professional (AI/ML) @ BT Group

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 Software Engineering Professional (AI/ML)

Job Description

Why this job matters

We are searching for a proficient AI/ML engineer who can help us to extract value from our data. The resource will be responsible for E2E processes including data collection, cleaning & pre-processing, training of the models and deployment in all production and non-production environments.

What youll be doing

  • Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress.
  • Analysing the ML algorithms that could be used to solve a given problem and ranking them by their success probability.
  • Analysing the ML algorithms that could be used to solve a given problem and ranking them by their success probability.
  • Verifying data quality, and/or ensuring it via data cleaning.
  • Supervising the data acquisition process if more data is needed.
  • Defining validation strategies
  • Defining the pre-processing or feature engineering to be done on given data.
  • Defining data augmentation pipelines.
  • Training models and tuning their hyperparameters.
  • analysing the errors of the model and designing strategies to overcome them.
  • Perform statistical analysis and fine-tuning using test results.
  • Train and retrain systems when necessary.
  • Strong knowledge on model deployment pipeline MLOPS and knowledge of AWS/GCP deployment.
    • Skills Required

  • Proven experience (4 or more years) as a Machine Learning Engineer/ Artificial Intelligence Engineer or similar role.
  • Solving business problems using Machine Learning algorithms, Deep Learning/Neural Network algorithms, Sequential model development, and Time series data modelling.
  • Experience with Computer Vision techniques, Convolutional Neural Networks (CNN), Generative AI, and Large Language Models (LLMs)
  • Experience with deploying models using MLOps pipelines.
  • Proficiency in handling both structured and unstructured data, including SQL, BigQuery, and DataProc.
  • Hands-on experience with API development using frameworks like Flask, Django, and FastAPI.
  • Automating business and functional operations using AIOps.
  • Experience with cloud platforms such as GCP and AWS, and tools like Qlik (Added advantage)
  • Understanding of data structures, data modelling and software architecture.
  • Expertise in visualizing and manipulating big datasets.
  • Deep knowledge of math, probability, statistics and algorithms.
  • Proficiency with Python and basic libraries for machine learning such as scikit-learn and pandas. Knowledge in R or Java is a plus.
  • Proficiency in TensorFlow or Keras and OpenCV is a plus.
  • Excellent communication skills.
  • Team player.
  • Outstanding analytical and problem-solving skill.
  • Familiarity with Linux environment.
  • Low to medium familiarity with JIRA, GIT, Nexus, Jenkins etc is a plus.
  • Minimum educational qualification: BE/B.Tech or similar degree in relevant field.
    • The skills youll need
    Troubleshooting
    Agile Development
    Database Design/Development
    Debugging
    Programming/Scripting
    Microservices/Service Oriented Architecture
    Version Control
    IT Security
    Cloud Computing
    Continuous Integration/Continuous Deployment Automation & Orchestration
    Software Testing
    Application Development
    Algorithm Design
    Software Development Lifecycle
    Decision Making
    Growth Mindset
    Inclusive Leadership

    Job Classification

    Industry: BPM / BPO
    Functional Area / Department: Engineering - Software & QA
    Role Category: Software Development
    Role: Data Platform Engineer
    Employement Type: Full time

    Contact Details:

    Company: BT Group
    Location(s): Bengaluru

    + View Contact

    Keyskills:   algorithms mathematics python pipeline statistics scikit-learn sql tensorflow java git data modeling gcp linux jenkins keras debugging data structures bigquery api machine learning algorithms jira cnn dataproc pandas r django flask aws opencv

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