AI/ML Development Specialist

1 week ago

Lahore, Punjab, Pakistan beBee Careers Full time

We are seeking a highly skilled and motivated AI/ML Engineer to join our team. The ideal candidate will have strong initiative and self-direction, with the ability to take full ownership of projects from problem definition through to delivery.

The successful candidate will work closely with data engineers, data scientists, and business stakeholders to design, develop, and deploy machine learning models and data pipelines. They will utilize their expertise in various data and machine learning tools to manage our data infrastructure and deliver high-quality AI/ML projects.

Key Responsibilities:
  • Design, develop, and deploy machine learning models using Databricks and Apache Spark
  • Implement data preprocessing, feature engineering, and model training pipelines
  • Utilize dbt (data build tool) to transform and model data in Snowflake to prepare datasets for machine learning
  • Use SQL and Python to analyze large datasets, derive meaningful insights, and build training datasets
  • Conduct exploratory data analysis to identify trends, patterns, and anomalies

The AI/ML Engineer will also be responsible for developing and maintaining ETL pipelines using Airbyte to ingest data from various sources into Snowflake, managing and optimizing data storage and retrieval using Delta Lake on Databricks, and creating and maintaining interactive dashboards and visualizations in Tableau.

The successful candidate will have excellent communication and teamwork abilities, with the ability to work effectively in a fast-paced and dynamic environment.

Requirements:
  • Bachelor's or Master's degree in Computer Science, Data Science, Engineering, or a related field
  • Proficiency in SQL and Python
  • Experience with data integration tools like Airbyte
  • Strong knowledge of data warehousing concepts and hands-on experience with Snowflake
  • Experience with data transformation tools such as dbt
  • Proficiency in using Databricks and Apache Spark for big data processing and machine learning
  • Familiarity with Delta Lake for data lake management
  • Experience with data visualization tools like Tableau
  • Experience with relational databases like MySQL and PostgreSQL
  • Strong analytical and problem-solving skills
Preferred Qualifications:
  • A strong individual contributor mindset, demonstrating high autonomy
  • Knowledge of machine learning libraries and frameworks such as TensorFlow, PyTorch, or Scikit-Learn
  • Experience with cloud platforms such as AWS, GCP, or Azure
  • Relevant certifications in data engineering, machine learning, or cloud technologies

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