Machine Learning Engineer

Leading Path Consulting
Published
April 7, 2021
Location
Philadelphia, PA
Category
Job Type

Description

Machine Learning Engineer

Do you have experience in engineering and Machine Learning solutions working with large data sets in a networking environment? Leading Path Consulting is searching for a dedicated and passionate Machine Learning Engineer who understands data science techniques, theories, and models. We are looking for a mid-level engineer, and the ideal candidate should have experience working as a technical lead with exposure to product engineers.

Applicants should have strong programming and software development skills, and be comfortable working in an interdisciplinary, team-oriented and engineering environment. Familiarity with Python, or Java and 1-2 years on a Machine Learning based project is required. The position can be located in the preferred locations of Reston, VA or Philadelphia, PA.

Requirements:

· Master’s in computer science, mathematics, statistics, or equivalent is preferred, but not required.

· 5-7 years of total experience in engineering and/or data science.

· 1-2 years' experience working on a Machine Learning based project.

· Experience working with Java and Python

· Experience working with large amounts of data in a high throughput environment and perform network latency analysis.

· A solid understanding of both probability and statistics

· A firm understanding of mathematics (including the role of algorithm theory in machine learning and complex algorithms that are needed to help machines learn and communicate)

· Experience working with machine learning techniques such as clustering, and decision tree learning.

· Experience with unsupervised projects is preferred, but not mandatory.

· Strong analytical skills

· Extensive knowledge of machine learning evaluation metrics and best practices

Responsibilities:

· Will work as a member in the product engineering group environment.

· Develop machine learning models.

· Build Proof of Concept for future solutions.

· Collaborate with data engineers to develop data and model pipelines.

· Better understand company needs and devise possible solutions by collaborating with product management and engineering departments.

· Build processes and tools to help monitor and analyze performance and data accuracy.

· Apply machine learning and data science techniques and design distributed systems.

· Improve existing machine learning models.

· Produce project outcomes and isolate issues.

· Implement machine learning algorithms and libraries.

· Communicate complex processes to business leaders.

· Analyze large and complex data sets to derive valuable insights.

· Research and implement best practices to enhance existing machine learning infrastructure.

Benefits:

Leading Path is an award-winning Information Technology and Management Consulting firm focused on providing solutions in process, technology, and operations to our government and Fortune 500 clients. We offer a professional work environment with a strong work-life balance. Leading Path provides a comprehensive and competitive benefits package, 401K, tuition reimbursement and opportunities for professional growth and advancement.

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