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ML Engineer Job Opening In Cleveland – Now Hiring Apex Systems


Job description

Job#: 2081725

Job Description:

Role Overview:

Design, develop, and deploy advanced ML and generative AI solutions (, RAG, image generation) using LLMs, prompt engineering, and MLOps best practices.

Collaborate across teams to integrate Azure, Snowflake, and other technologies into scalable, secure AI applications.

Key Responsibilities:
  • Build generative AI systems using Azure OpenAI, Cognitive Search, and Snowflake Cortex.
  • Fine-tune LLMs/SLMs using techniques like RLHF and prompt tuning.
  • Develop CI/CD pipelines and implement model observability (, hallucination detection).
  • Collaborate with cross-functional teams to deliver business-driven AI solutions.
  • Maintain documentation and stay current with AI advancements.
  • Required Qualifications:
  • Bachelor’s in Computer Science or 7+ years of software development experience.
  • 4–6 years in ML/MLOps/software development, including 1+ year in generative AI.
  • Proficiency in Python, LangChain, Hugging Face, PyTorch.
  • Experience with Azure (OpenAI, ML, DevOps) and Snowflake (Snowpark, ML, Cortex).
  • Strong understanding of RAG, vector databases, and prompt engineering.
  • Familiarity with MLOps tools (MLflow, Docker, Kubernetes, GitHub Actions).
  • EEO Employer

    Apex Systems is an equal opportunity employer.

    We do not discriminate or allow discrimination on the basis of race, color, religion, creed, sex (including pregnancy, childbirth, breastfeeding, or related medical conditions), age, sexual orientation, gender identity, national origin, ancestry, citizenship, genetic information, registered domestic partner status, marital status, disability, status as a crime victim, protected veteran status, political affiliation, union membership, or any other characteristic protected by law.

    Apex will consider qualified applicants with criminal histories in a manner consistent with the requirements of applicable law.

    If you have visited our website in search of information on employment opportunities or to apply for a position, and you require an accommodation in using our website for a search or application, please contact our Employee Services Department at or 844-463-6178.

    Apex Systems is a world-class IT services company that serves thousands of clients across the globe.

    When you join Apex, you become part of a team that values innovation, collaboration, and continuous learning.

    We offer quality career resources, training, certifications, development opportunities, and a comprehensive benefits package.

    Our commitment to excellence is reflected in many awards, including ClearlyRated's Best of Staffing® in Talent Satisfaction in the United States and Great Place to Work® in the United Kingdom and Mexico.

    Apex Benefits Overview: Apex offers a range of supplemental benefits, including medical, dental, vision, life, disability, and other insurance plans that offer an optional layer of financial protection.

    We offer an ESPP (employee stock purchase program) and a 401K program which allows you to contribute typically within 30 days of starting, with a company match after 12 months of tenure.

    Apex also offers a HSA (Health Savings Account on the HDHP plan), a SupportLinc Employee Assistance Program (EAP) with up to 8 free counseling sessions, a corporate discount savings program and other discounts.

    In terms of professional development, Apex hosts an on-demand training program, provides access to certification prep and a library of technical and leadership courses/books/seminars once you have 6+ months of tenure, and certification discounts and other perks to associations that include CompTIA and IIBA.

    Apex has a dedicated customer service team for our Consultants that can address questions around benefits and other resources, as well as a certified Career Coach.

    You can access a full list of our benefits, programs, support teams and resources within our ‘Welcome Packet’ as well, which an Apex team member can provide.

    Required Skill Profession

    Computer Occupations


    • Job Details

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    Unlock Your ML Engineer Potential: Insight & Career Growth Guide


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    443 Jobs in Cleveland
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    Are You Looking for ML Engineer Job?

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    The Work Culture

    An organization's rules and standards set how people should be treated in the office and how different situations should be handled. The work culture at Apex Systems adheres to the cultural norms as outlined by Expertini.

    The fundamental ethical values are:

    1. Independence

    2. Loyalty

    3. Impartiapty

    4. Integrity

    5. Accountabipty

    6. Respect for human rights

    7. Obeying United States laws and regulations

    What Is the Average Salary Range for ML Engineer Positions?

    The average salary range for a varies, but the pay scale is rated "Standard" in Cleveland. Salary levels may vary depending on your industry, experience, and skills. It's essential to research and negotiate effectively. We advise reading the full job specification before proceeding with the application to understand the salary package.

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    Key qualifications for ML Engineer typically include Computer Occupations and a list of qualifications and expertise as mentioned in the job specification. The generic skills are mostly outlined by the . Be sure to check the specific job listing for detailed requirements and qualifications.

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    Interview Tips for ML Engineer Job Success

    Apex Systems interview tips for ML Engineer

    Here are some tips to help you prepare for and ace your ML Engineer job interview:

    Before the Interview:

    Research: Learn about the Apex Systems's mission, values, products, and the specific job requirements and get further information about

    Other Openings

    Practice: Prepare answers to common interview questions and rehearse using the STAR method (Situation, Task, Action, Result) to showcase your skills and experiences.

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