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LLM Engineer

4 months ago

Mississauga, Canada Synechron Full time

LLM Engineer

Mississauga, ON (hybrid/3 days in a week)


Overview:

The ideal candidate should have a minimum of 10+ years of experience


Responsibilities:

  • Architect/Enable distributed compute aligning workloads to Small/Mid/High end GPUs.
  • Leverage appropriate storage hardware and data formats to improve read/re-read efficiency.
  • Identify and remediate latency contributors esp. IO bottlenecks, Inefficient Data shuffling, under/over utilized compute.
  • Scale models by employing Distributed training using Data / Model Parallelism techniques.
  • Parallelize inference processing to improve prediction latency.
  • Provide Subject Matter Expertise in Graph and Vector databases for a variety of use cases that include Knowledge Graphs, RAG etc.
  • Implement LLM observability and monitoring solutions.

Requirements:

You are:

  • Prior Experience with:-
  • Docker, Kubernetes, and containerization.
  • Distributed systems.
  • Databricks ML
  • Machine Learning Engineering
  • Cloud (Azure Preferred)
  • Expert level – Python, SQL

It would be great if you also had: ·

  • Experience/Expertise with LLM Fine tuning, LLM Ops, Model Evaluation and
  • Prompt Engineering
  • Experience (or knowledge of) Mosaic ML, Ray Framework.
  • Experience with Lang Chain or LlamaIndex
  • Experience with any vector database.


Education:

  • Degree in Computer Science or Engineering


We can offer you:

  • A highly competitive compensation and benefits package
  • A multinational organization with 51 offices in 20 countries and the possibility to work abroad
  • Laptop and a mobile phone
  • 15 days of paid annual leave (plus national holidays)
  • Maternity & Paternity leave plans
  • A comprehensive insurance plan including: medical, dental, vision, life insurance, and long-/short-term disability
  • RRSP with employer’s contribution
  • A higher education certification policy
  • Comprehensive Relocation Expense Coverage
  • Commuter benefits
  • Extensive training opportunities, focused on skills, substantive knowledge, and personal development
  • On-demand Udemy for Business for all Synechron employees with free access to more than 5000 curated courses
  • Coaching opportunities with experienced colleagues from our Financial Innovation Labs (FinLabs) and Center of Excellences (CoE) groups
  • Cutting edge projects at the world’s leading tier-one banks, financial institutions and insurance firms
  • A flat and approachable organization
  • A truly diverse, fun-loving and global work culture


SYNECHRON’S DIVERSITY & INCLUSION STATEMENT

Diversity & Inclusion are fundamental to our culture, and Synechron is proud to be an equal opportunity workplace and is an affirmative action employer. Our Diversity, Equity, and Inclusion (DEI) initiative ‘Same Difference’ is committed to fostering an inclusive culture – promoting equality, diversity and an environment that is respectful to all. We strongly believe that a diverse workforce helps build stronger, successful businesses as a global company. We encourage applicants from across diverse backgrounds, race, ethnicities, religion, age, marital status, gender, sexual orientations, or disabilities to apply. We empower our global workforce by offering flexible workplace arrangements, mentoring, internal mobility, learning and development programs, and more.

All employment decisions at Synechron are based on business needs, job requirements and individual qualifications, without regard to the applicant’s gender, gender identity, sexual orientation, race, ethnicity, disabled or veteran status, or any other characteristic protected by law.