AI / MLOps Engineer

3 months ago

Cary, United States TEKsystems Full time

Top Skills' Details

PLEASE REVIEW IN DETAILS AS CANDIDATES WILL NEED TO HAVE THE FOLLOWING SKILLS

- Master's or PhD Preferred

- 5-10+ years of experience in AI and machine learning, model building and strong coding skills in python (interview will have python coding assessments)

- 2+ years of working knowledge of applying recent LLMs including ChatGPT, GPT , OPT, BLOOM, etc. UTILIZING RAG

- Experience working directly with large language models and Transformer based architectures including BERT, RoBERTa, T5 etc.

- Experience with conversational search / semantic search, reinforcement learning, prompt engineering, hallucination mitigation

- DevOps repos Debugging, building APIs and managing the algorithm flow across multiple workstreams in one repo

- Senior level experience deploying models in the Cloud (AWS) or Azure as secondary.

- Knowledge of AWS services (EMR, S3, OpenSearch etc.) and AWS DevOps

- Familiarity with CI/CD best practices and experience with Jenkins, Git, and Azure DevOps

Nice to have:

- FANG Experience (Facebook, Amazon, Netflix, Google, or even Microsoft)

- Experience with EKS and Helm Charts.

Description:

TEKsystems is partnered with a software company in Raleigh that needs to hire AI / MLOps Engineers for their flagship product, LexisNexis Legal & Professional, a leading global provider of information and analytics. Recently LexisNexis has focused on the general availability of Lexis+ AI for customers, a generative AI solution designed to transform legal work. Lexis+ AI delivers trusted results in a familiar, easy-to-use interface with linked hallucination-free legal citations that combine the power of generative AI with proprietary LexisNexis search technology, Shepard’s Citations functionality, and authoritative content.

The Senior Engineer will be dedicated to the creation of next-generation AI and Machine Learning techniques and strategies for LexisNexis in their global expansion. This candidate will assist with deploying ethical, powerful generative AI solutions with a flexible, multi-model approach that prioritizes using the best model for each individual legal use case. This approach includes working with large language models like Anthropic’s Claude 2, hosted on Amazon Bedrock from Amazon Web Services (AWS), and OpenAI’s GPT-4 and ChatGPT, hosted on Microsoft Azure.

ACCOUNTABILITIES

• Solve some of the most challenging problems in natural language processing, machine learning, and information retrieval including topical classification, sentiment analysis, user intent detection.

• Research, build, and deploy models based on both shallow and deep machine learning. Train robust NLP-based models a very large corpus of news and financial data.

• Apply machine learning techniques for improving search algorithms.

• Drive best practices for NLP/Machine Learning pipelines.

• Maintain current knowledge base of state-of-the-art ML algorithms (BERT, ELMo, GPT, etc.), API's, and open-source methods and be able to quickly evaluate alternatives.

• Translate complex business requirements into actionable stories with reasonable time estimates.

• Work with product leaders to apply data science solutions.

7+ years of professional experience in MLOps or AI engineering.

Proven expertise in deploying machine learning models on GPUs.

Strong knowledge of NLP techniques and model fine-tuning.

Proficiency in Python with strong database management skills.

Hands-on experience with AWS SageMaker and EKS.

Experience in designing and implementing CI/CD pipelines.

Familiarity with Retrieval-Augmented Generation (RAG) techniques.

Excellent problem-solving skills and attention to detail.

Strong communication and leadership abilities.

Preferred Qualifications:

Previous experience in a senior or lead engineer role.

5+ years of experience in AI and machine learning

Deep understanding of machine learning algorithms, classification models, diagnostic testing of models

Experience working directly and Transformer based architectures including BERT, RoBERTa, T5 etc. Nd familiarity with large language models and fine tuning

Experience with conversational search / semantic search, reinforcement learning, prompt engineering, hallucination mitigation

Working understanding of the business risks associated with applying LLM (LangChain) in a business

Experience working with AWS, RAG, SageMaker, SQL

Skills:

data science, nlp, indexing, semantic search, conversational search, langchain, Generative AI, Large language model, Sql, aws, algorithm, artificial intelligence, Cloud, Kubernetes, Python, Machine learning, cloud computing

Top Skills Details:

data science, nlp, indexing, semantic search, conversational search, langchain, Generative AI, Large language model, Sql, aws ,algorithm, artificial intelligence, Cloud, Kubernetes

Additional Skills & Qualifications:

N/A

Experience Level:

Expert Level

About TEKsystems:

We're partners in transformation. We help clients activate ideas and solutions to take advantage of a new world of opportunity. We are a team of 80,000 strong, working with over 6,000 clients, including 80% of the Fortune 500, across North America, Europe and Asia. As an industry leader in Full-Stack Technology Services, Talent Services, and real-world application, we work with progressive leaders to drive change. That's the power of true partnership. TEKsystems is an Allegis Group company.

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

  • Software Engineer

    2 weeks ago

    Cary, United States IMS People Full time

    Job DescriptionJob DescriptionJob Title: Senior Software Engineer – OpenShift AI TeamLocation: Hybrid – Raleigh, NC or Boston, MAEmployment Type: Full-Time, PermanentJob SummaryJoin the innovative Red Hat OpenShift AI (RHOAI) team as a Senior Software Engineer, where you’ll develop cutting-edge solutions that integrate AI, Kubernetes, and hybrid cloud...

  • Lead Full Stack Engineer

    4 months ago

    Cary, United States Info Way Solutions Full time

    Lead Full Stack Engineer -AI Data Engineer Location - Cary NC (Hybrid) Key Responsibilities: • Hands on development and setup of data pipelines, databases, and data sources to build Client and AI apps. • Develop architecture and solution designs to deliver capabilities and features. • Develop iterative plans and strategies. Estimate as part of release...

  • AI / ML Architect

    1 week ago

    Cary, United States Eateam Full time

    Experience: 10+years.Educational Qualifications: Graduate or Doctorate degree in information technology, Neuroscience, Business Informatics, Biomedical Engineering, Computer Science, Artificial Intelligence, or a related field. Specialization in Natural Language Processing is preferred. Experience Requirements: 8-10 years of experience in developing Data...

  • Jr. Machine Learning Engineer

    3 weeks ago

    Cary, United States SynergisticIT Full time

    p>Are you passionate about coding or technology and ready to make your mark in tech? For more than 14 years, SynergisticIT has been helping aspiring developers like you excel in the tech industry. li> Exclusive Opportunities: Our extensive network allows you to connect with leading tech firms. We're looking for recent grads in Mathematics, Statistics ,...

  • Jamf Engineer

    6 days ago

    Cary, United States Insight Enterprises, Inc. Full time

    Requisition Number: 98745 Jamf Engineer Location: This role is fully onsite in our Cary, NC office. Insight at a Glance 14,000+ engaged teammates globally #20on Fortune's World'sBest Workplaces™ list $9.2 billion in revenue Received 35+ industry and partner awards in the past year $1.4M+ total charitable contributions in 2023 by Insight globally Now is...

  • Senior Software Engineer II

    3 weeks ago

    Cary, United States Resource Logistics Full time

    Job Description (Posting). About HCLTech HCLTech is a global technology company, spread across 60 countries, delivering industry-leading capabilities centered around digital, engineering, cloud and AI, powered by a broad portfolio of technology services and products. We work with clients across all major verticals, providing industry solutions for Financial...

  • ML Tech Lead- Duo Security.

    6 months ago

    Cary, United States Cisco Full time

    Duo + Cisco = Disco! With the Most Loved Company in Security and the global leader in network technology joining forces, there are more exciting opportunities than ever to be at the forefront of securing the cloud. Our mission is simple: democratize security by making it easy and effective for everyone. We’re transforming security from the ground...

  • Solution Engineer

    4 weeks ago

    Cary, United States Keen Decision Systems Full time

    Company Description Keen Decision Systems was founded to solve the biggest challenge in marketing: connecting marketing spend to revenue. By deploying our Bayesian modeling suite, companies of any size get actionable insights into where they can best optimize their marketing spend to drive the business outcomes that matter most. Keen is different. As a Inc....

  • Solution Engineer

    4 weeks ago

    Cary, United States Keen Decision Systems Full time

    Company Description Keen Decision Systems was founded to solve the biggest challenge in marketing: connecting marketing spend to revenue. By deploying our Bayesian modeling suite, companies of any size get actionable insights into where they can best optimize their marketing spend to drive the business outcomes that matter most. Keen is different. As a Inc....

  • Marketing Solution Engineer

    3 weeks ago

    Cary, United States Keen Decision Systems Full time

    Job Description Role Overview: The Solution Engineer will be responsible for providing expert technical support and guidance to our clients by working closely with the marketing, data, and analytics teams. This role combines deep technical skills with marketing acumen to ensure that our clients successfully implement and utilize Keen’s Bayesian regression...

  • Sr Software Developer

    3 weeks ago

    Cary, United States SAS Full time

    Job Description Nice to meet you! We’re a leader in data and AI. Through our software and services, we inspire customers around the world to transform data into intelligence – and questions into answers.We’re also a debt-free multi-billion-dollar organization on our path to IPO-readiness. If you’re looking for a dynamic, fulfilling career coupled...

  • Sr Software Developer

    4 weeks ago

    Cary, United States SAS Full time

    Nice to meet you! We’re a leader in data and AI. Through our software and services, we inspire customers around the world to transform data into intelligence – and questions into answers.We’re also a debt-free multi-billion-dollar organization on our path to IPO-readiness. If you’re looking for a dynamic, fulfilling career coupled with flexibility...

  • Senior Manager- Product Security

    6 days ago

    Cary, United States SAS Global Full time

    Job Description Senior Manager - Product Security - Remote or Hybrid Nice to meet you! We’re a leader in data and AI. Through our software and services, we inspire customers around the world to transform data into intelligence - and questions into answers. We’re also a debt-free multi-billion-dollar organization on our path to IPO-readiness. If you're...

  • Senior Product Solutions Manager

    4 weeks ago

    Cary, United States SAS Full time

    Job Description Senior Product Solutions Manager - Remote or Hybrid Nice to meet you! We’re a leader in data and AI. Through our software and services, we inspire customers around the world to transform data into intelligence - and questions into answers. We’re also a debt-free multi-billion-dollar organization on our path to IPO-readiness. If you're...

  • Collections Specialist

    7 days ago

    Cary, United States HireNetworks Full time

    Collections Specialist – Cary, NC Our Cary based client is seeking a Collections Specialist to become a part of their exceptional team. In this role, you are responsible for client account awareness, contacting clients with overdue accounts, and collecting outstanding payments. You will strike a balance between maintaining trustful relationships and...

  • IT Product Owner Non-ERP Applications

    3 weeks ago

    Cary, United States EnVu Full time

    We're Hiring! IT Product Owner Non-ERP ApplicationsAt Envu, we partner with our customers to design world-class, forward-thinking innovations that protect and enhance the health of environments around the world. We offer dedicated services in: Professional Pest Management, Forestry, Ornamentals, Golf, Industrial Vegetation Management, Lawn & Landscape,...

  • Sr Associate Software Development

    2 weeks ago

    Cary, United States SAS Full time

    Nice to meet you! We’re a leader in data and AI. Through our software and services, we inspire customers around the world to transform data into intelligence – and questions into answers.We’re also a debt-free multi-billion-dollar organization on our path to IPO-readiness. If you’re looking for a dynamic, fulfilling career coupled with flexibility...

  • Sr Associate Software Development

    2 weeks ago

    Cary, United States SAS Full time

    Job Description Nice to meet you! We’re a leader in data and AI. Through our software and services, we inspire customers around the world to transform data into intelligence – and questions into answers.We’re also a debt-free multi-billion-dollar organization on our path to IPO-readiness. If you’re looking for a dynamic, fulfilling career coupled...

  • IT Product Owner Non-ERP Applications

    3 weeks ago

    Cary, United States Envu Full time

    We’re Hiring! IT Product Owner Non-ERP Applications At Envu, we partner with our customers to design world-class, forward-thinking innovations that protect and enhance the health of environments around the world. We offer dedicated services in: Professional Pest Management, Forestry, Ornamentals, Golf, Industrial Vegetation Management, Lawn & Landscape,...

  • C Software Developer

    2 weeks ago

    Cary, United States SAS Full time

    Job Description Nice to meet you! We’re a leader in data and AI. Through our software and services, we inspire customers around the world to transform data into intelligence – and questions into answers.We’re also a debt-free multi-billion-dollar organization on our path to IPO-readiness. If you’re looking for a dynamic, fulfilling career coupled...