Demo

Machine Learning Developer (BI)

Temco Logistics
Pomona, CA Full Time
POSTED ON 12/12/2024
AVAILABLE BEFORE 2/6/2025

We are seeking a skilled Machine Learning Developer to join our team. The ideal candidate should possess data science and software development skills. Your primary responsibilities will involve analyzing large datasets to predict or control results, identifying problems, developing potential solutions, and establishing the necessary processes to achieve them. Your duties will include research and analysis, data cleaning, data evaluation, and modeling. You should have a strong understanding of standard machine learning algorithms and be able to apply them ePectively within a suitable model. Additionally, you may be tasked with creating learning procedures and parameters for automation, maintaining reports, and creating dashboards and data visualizations. We would love to hear from you if you are passionate about machine learning and have a solid data analysis and software development background.

QUALIFICATIONS

  • Undergraduate or graduate degree in Computer Science, Software Engineering, Computer Information Systems, Data Science, or a related field.
  • Solid understanding of machine learning concepts and models (Linear, Logistic, Random Forest, KNN, FFN, MLP, RNN, etc.)
  • Experience with data cleaning & validation (2 to 3 projects) and time series analysis (1 to 2 projects).
  • Proficiency in data management & visualization techniques (3 to 5 projects) using Python & SQL.

RESPONSIBILITIES

  • Preprocessing of structured & unstructured data.
  • Automate data pipelines.
  • Create data visualizations.
  • Develop & deploy ML models.
  • Implement data validation & anomaly detection algorithms.

REQUIRED TECHNICAL SKILLS

  • Proficient in Python, C#, or Java.
  • Proficiency with analytics tools and programming languages (Python and/or R).
  • Working knowledge of SQL (ability to write SQL queries).
  • Familiarity with Azure or other cloud platforms.
  • Experience working with databases, data modeling, warehousing, and building ETL pipelines.
  • Experience with data visualization and BI tools.

DESIRED TECHNICAL SKILLS

  • Hands-on experience with developing & deploying ML models, data pipelines, data security techniques, and APIs.
  • Strong knowledge of versioning applications.
  • Experience working with various file types in Python (Parquet, Feather, Pickle, CSV, XLSX, JSON, XML, etc.)

NON-TECHNICAL SKILLS

  • Strong attention to detail and a commitment to delivering high-quality work.
  • Excellent analytical, critical thinking, and problem-solving skills.
  • Excellent interpersonal and communication skills
  • Ability to work independently and collaborate ePectively in a team environment.
  • Ability to communicate ideas, instructions, and requirements clearly and concisely; ability to tell a story.
  • Ability to partner with internal and external peer groups to design and implement solutions.

#INDExempt

Job Type: Full-time

Pay: $80,000.00 - $100,000.00 per year

Benefits:

  • 401(k)
  • 401(k) matching
  • Dental insurance
  • Health insurance
  • Paid time off

Schedule:

  • Monday to Friday

Ability to Relocate:

  • Pomona, CA 91766: Relocate before starting work (Required)

Work Location: Hybrid remote in Pomona, CA 91766

Salary : $80,000 - $100,000

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