McCarthy Holdings Inc

Machine Learning APM

McCarthy Holdings Inc$80K — $110K *
Information Technology
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • 5-7 years of experience in data center operations
  • Knowledge of cooling systems and planning/scheduling processes
  • Proficient in machine learning algorithm development
  • Strong troubleshooting skills with AI systems
  • Effective communication skills for reporting and documentation
  • Ability to work in outdoor and indoor construction environments

Responsibilities

  • Collaborate with project managers to define AI objectives
  • Develop prototypes for AI algorithms aligned with project goals
  • Conduct tests to evaluate AI performance metrics
  • Analyze test data to pinpoint AI capabilities and limitations
  • Adjust algorithms based on testing feedback to enhance performance
  • Resolve deployed AI issues for improved user satisfaction
  • Maintain thorough documentation of development phases

Benefits

  • Health insurance
  • Dental insurance
  • Vision insurance
  • 401(k) retirement plan
  • Paid time off
  • Relocation assistance for new hires
Full Job Description
Overview

The primary task of a Machine Learning Engineer is to create AI capable of mimicking human thought processes as closely as possible so that they can function reliably and effectively. Doing so involves the following Machine Learning Engineer job duties:

  • Working with project managers to establish objectives for AI systems.
  • Creating AI algorithm prototypes based on project specifications.
  • Running tests to assess AI performance.
  • Analyzing data gathered during tests to identify strengths and weaknesses of AI.
  • Implementing changes to algorithms to improve AI performance.
  • Troubleshooting and addressing problems with deployed AI to improve user experience.
  • Documenting all steps in the development process.
  • Remaining up to date on the latest innovations in machine learning.


Sub Specialty Area

  • Engineering background


Required Experience

  • ML more Jr role - Cooling, planning, scheduling, OFE coordinator type - in row cooling.
  • Should have 5 years Data Center Years Experience.


Driver's License Requirement

For roles that require on-site presence or travel between work locations as an essential function of the position, candidates must possess and maintain a valid driver's license appropriate for the role and be eligible to operate a motor vehicle in accordance with applicable laws.

Communication Skills

Demonstrated ability to communicate effectively in a professional work environment, including preparing written reports and documentation, conveying information clearly to team members, clients, and stakeholders, and responding appropriately to verbal and written communications related to job duties.

Physical Requirements and Work Environment

This position operates primarily in an active data center construction environment, encompassing both indoor and outdoor work settings. The role requires the physical ability to perform essential job functions safely and effectively in a dynamic environment that includes ongoing construction activity and evolving site conditions.

The work environment includes areas and temporary structures owned, leased, or controlled by third parties over which Overwatch may have limited or no control. Because the project remains under construction, certain areas of the site - including access routes, staging zones, and temporary structures - may not yet be fully ADA-compliant until construction is complete or those third-party areas are finalized.

Physical Requirements

  • Must be able to walk, stand, stoop, twist, bend, and climb stairs or ladders for extended periods while navigating uneven, unpaved, or obstructed terrain.
  • Must be able to lift, carry, push, or pull up to 50 pounds on an occasional basis.
  • Must be able to drive between job sites and access all areas of an active construction zone, including raised platforms, scaffolding, and confined spaces.
  • Must be able to tolerate exposure to outdoor weather conditions, dust, and construction-related noise, vibrations, and odors.
  • Must be able to communicate effectively with contractors, engineers, and site personnel, and maintain situational awareness in high-activity environments.
  • Personal protective equipment (PPE), including hard hats, safety vests, hearing protection, and steel-toe boots, is required.
  • Must have sufficient visual acuity to read drawings, specifications, and safety signage, and to observe site activity.


Work Environment

Work is performed primarily in and around active construction areas, which may include unfinished buildings, temporary field offices, staging areas, and partially completed infrastructure. These locations may contain uneven surfaces, limited accessibility, and other conditions typical of construction projects prior to final completion. Overwatch does not control and cannot modify accessibility conditions within areas, facilities, or temporary structures owned or managed by third parties.

Reasonable Accommodation

Reasonable accommodations may be made to enable qualified individuals with disabilities to perform the essential functions of this position, provided such accommodations do not create safety hazards, impede essential mobility within active work zones, or require modification of facilities not owned or controlled by Overwatch.

Benefits

We offer a competitive salary and benefits package, including health insurance, dental insurance, vision insurance, 401(k) plan, and paid time off. Relocation assistance is available to support candidates transitioning to the location.

About McCarthy Holdings Inc

McCarthy Holdings, Inc. is a construction company that provides general contracting, construction management, and design-build services. The company serves clients in the healthcare, education, commercial, and industrial sectors. McCarthy Holdings, Inc. was founded in 1864 and is based in St. Louis, Missouri.
Learn more about McCarthy Holdings Inc
Size
3,000 employees
Industry
Net Income
$100 million
5 Year Trend
+12%
Revenue
$4.4 billion

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