Application Development - Machine Learning Engineer I

Compunnel

$100K — $120K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree in a relevant technical field or equivalent experience.
  • 1-3 years of professional experience in machine learning or related field.
  • Proficient in machine learning, deep learning, data mining, and statistical analysis techniques.
  • Skilled in training, deploying, and monitoring machine learning models.
  • Strong programming skills in Python, Java, or Scala.
  • Experience with data pipeline development and maintenance.
  • Familiarity with cloud technologies such as Kafka, Spark, and Docker.

Responsibilities

  • Implement and refine machine learning algorithms for various applications.
  • Develop and maintain data pipelines for data handling.
  • Train, validate, and deploy machine learning models in production.
  • Evaluate model performance to ensure accuracy and reliability.
  • Assist in creating proof-of-concept solutions for new developments.
  • Maintain comprehensive technical documentation and reports.
  • Collaborate with engineering and cross-functional teams for solution delivery.

Benefits

  • Opportunity to work on innovative machine learning projects.
  • Collaborative team-oriented development environment.
  • Exposure to cutting-edge technologies and practices in AI.
  • Professional development through participation in proof-of-concept projects.
  • Benefits of working within a cross-functional team for diverse learning.
Full Job Description
Job Summary
We are seeking a Machine Learning Engineer I to develop, implement, and deploy machine learning solutions that support innovative products and applications. The ideal candidate will have experience building data pipelines, training and validating machine learning models, and collaborating with cross-functional teams to deliver scalable, production-ready AI solutions.

Key Responsibilities
• Implement, refine, and validate machine learning algorithms for products and applications.
• Develop and maintain data pipelines for data ingestion, validation, cleaning, and monitoring.
• Train, validate, and deploy machine learning models into production environments.
• Evaluate model performance and ensure the accuracy and reliability of deployed solutions.
• Assist in developing proof-of-concept (POC) solutions to support future product and application development.
• Research, prepare, and maintain technical documentation, including technical requirements, evaluation plans, white papers, presentations, test results, and reports.
• Test, evaluate, and validate machine learning solutions through case studies and performance analysis.
• Collaborate with engineering and cross-functional teams to support solution development and deployment.

Required Qualifications
• Bachelor's degree in Computer Science, Computer Engineering, Mathematics, or a related technical field, or equivalent industry experience.
• 1-3 years of professional experience in machine learning or a related field.
• Experience with machine learning, deep learning, data mining, and statistical analysis techniques.
• Experience training, deploying, and monitoring machine learning models.
• Strong programming skills in Python, Java, or Scala.
• Experience developing and maintaining data pipelines.
• Knowledge of cloud and distributed data technologies such as Kafka, Spark, and Docker.
• Strong analytical, problem-solving, and communication skills.
• Ability to work collaboratively in a team-oriented development environment.

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