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Machine Learning Engineer

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Actalent

Oct 28

Applications are closed

  • Job
    Full-time
    Expert Level
  • Data
    Software Engineering
  • San Diego

Requirements

  • Industry experience 10+ years BSCS, 5+ years MS/PhD in Computer Science, Statistics, Applied Math, or a related field.
  • Expert in AIML modeling, Python, AIML Infrastructure, model deployment and MLOps.
  • Experience working in Supply Chain, Operations, or a related field
  • End to end GenAI application experience.
  • Knowledge in RAG, Prompt Engineering, LoRA and other GenAI techniques.
  • Ability to operate independently and lead without authority.
  • Superb communication and interpersonal skills.

Responsibilities

  • Engage deeply with business teams to identify opportunities and translate the needs into innovative and practical AIML solutions.
  • Design, build, and deploy state of the art AIML models to solve complex business problems.
  • Understand key performance levers and metrics to highlight AIML solution operational issues and drive improvement.
  • Foster close collaboration with engineers and infrastructure partners to implement robust and scalable solutions.
  • Communicate the results and insights effectively to partners and leaders, providing clear and actionable recommendations.
  • Stay updated with the latest trends, technologies, and best practices in AI and GenAI and data engineering.
  • Regularly research and present new ideas to improve the team's technical capabilities.

FAQs

What is the main responsibility of a Machine Learning Engineer in this role?

The main responsibility is to engage with business teams to identify needs and translate them into innovative AIML solutions, design and deploy state-of-the-art AIML models, and communicate results effectively to stakeholders.

What are the educational requirements for this position?

The position requires a BS in Computer Science (10+ years of industry experience) or an MS/PhD in Computer Science, Statistics, Applied Math, or a related field (5+ years of industry experience).

What programming languages should the candidate be proficient in?

The candidate should be proficient in Python, C++, SQL, Shell, and R.

Are there specific frameworks and tools that the candidate should be familiar with?

Yes, familiarity with ML frameworks like TensorFlow, PyTorch, and Scikit-Learn, as well as IDE tools like PyCharm and Jupyter Notebook, is essential. Knowledge of cloud technologies such as AWS and Azure is also beneficial.

Is industry experience required for this position, and if so, how much?

Yes, the position requires 10+ years of industry experience with a BSCS or 5+ years of experience with an MS/PhD in the relevant fields.

What soft skills are important for this role?

Superb communication and interpersonal skills, along with the ability to operate independently and lead without authority, are crucial for this role.

Does the position require knowledge of specific AIML techniques?

Yes, knowledge of RAG, Prompt Engineering, LoRA, and other GenAI techniques is required for this position.

What type of experience is preferred in terms of industry focus?

Experience in Supply Chain, Operations, or a related field is preferred.

Are there opportunities for professional growth within the company?

Yes, Actalent emphasizes growth opportunities for employees, fostering a culture of care, engagement, and recognition.

Is Actalent an equal opportunity employer?

Yes, Actalent is an equal opportunity employer and will consider all applications without regard to race, sex, age, color, religion, national origin, veteran status, disability, sexual orientation, gender identity, genetic information, or any characteristic protected by law.

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Actalent

An Engineering and Sciences Services Company | People to Possible

Human Resources
Industry
5001-10,000
Employees

Mission & Purpose

Actalent connects passion with purpose. Our scalable talent solutions and services capabilities drive value and results and provide the expertise to help our customers achieve more. Every day, our experts around the globe are making an impact. We’re supporting critical initiatives in engineering and sciences that advance how companies serve the world. Actalent’s global footprint and flexible delivery models ensure access to specialized talent where and when you need it. We promote consultant engagement through professional development and provide experiences to ensure continuous learning. Our people are the difference. Our expertise spans capabilities in engineering including product and manufacturing, systems and software, construction management, environmental, architecture and civil; and power and utilities. We focus on sciences capabilities in laboratory sciences, healthcare, and clinical research. Actalent is an operating company of Allegis Group, the global leader in talent solutions.