Ample Insight

ML Engineer – Generative AI, LLMs

Ample Insight

contract

Posted on:

Location Type: Remote

Location: Remote • Mali

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Job Level

Mid-LevelSenior

Tech Stack

AWSAzureDockerNeo4jNumpyPandasPythonPyTorchScikit-LearnSparkSQL

About the role

  • Work closely with clients and teammates to design, prototype, and productize scalable machine learning solutions.
  • Be part of a collaborative, high-performing team that values clear thinking, pragmatic execution, and continuous learning.
  • Engage in fast-paced environments, tackle open-ended problems, and focus on quality and impact of work.

Requirements

  • Expertise in LLM engineering, including familiarity with popular LLM providers and their best practices.
  • Experience building or working with agentic systems (e.g. tool use, memory, planning, multi-agent coordination) is a strong plus.
  • Show us your LLM projects and detail your ownership and contributions.
  • Strong ability to rapidly prototype cutting-edge tools and research ideas, with a track record of turning prototypes into production-ready services.
  • Hands-on experience with statistics and machine learning.
  • Comfortable working with the Python ML stack: Pandas, Numpy, scikit-learn, XGBoost, PyTorch, etc.
  • Proficient with development tools such as Git, Docker, SQL, Bash, and FastAPI.
  • Strong analytical mindset and business acumen; able to think critically about data and its impact on product or business outcomes.
  • Bachelor's degree or higher (e.g., MS or PhD) in Computer Science or a related engineering field involving coding.
  • Bonus: Familiarity with AWS or Azure, GitHub Actions, Spark, Neo4j Cypher, and graph databases.
Benefits
  • Competitive compensation
  • Flexible work arrangements

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard skills
LLM engineeringagentic systemsprototypingmachine learningstatisticsPythonPandasNumpyscikit-learnXGBoost
Soft skills
collaborationclear thinkingpragmatic executioncontinuous learninganalytical mindsetbusiness acumencritical thinking
Certifications
Bachelor's degreeMaster's degreePhD