- Use advanced techniques like HyDE, MMR, LLM reranking for effective semantic search.
- Create Embedding using MPNET, Ada models.
- Use frameworks like Langchain, Haystack and use Agentic Workflows using those frameworks - Using Transformer/Neural Network model.
- Develop and fine tune NLP/NLU models, including transformer based models (BERT, GPT etc.) for a range of language understanding tasks (language generation, sentiment analysis, entity recognition etc.
- Design and implement generative AI models by leveraging LLMs for text generation and understanding.
- Pre-process and curate text data, including text cleaning, tokenization and data augmentation to prepare it for training NLP/NLU models.
- Innovate and implement cutting edge algorithms to improve the performance, accuracy and efficiency of the NLP/NLU models.
- Assess model performance using relevant NLP metrics and optimize models for real world application.
- Stay updated with latest developments in Generative AI specifically on NLP/NLU research and apply new techniques to enhance our solutions.
- 3+ years of Hands on experience with LLMs (in previous projects) and worked on product development using LLMs.
- Bachelor's Degree
- Strong expertise in NLP/NLU with focus on deep learning models and open source LLMs such as Llama 2, Falcon etc.
- Proficiency in programming languages such as Python and experience with NLP.
- Experience with Chat, IVR, Banking will be a plus.
- Experience with Speech to Text using Whisper/Google TTS etc.
- Hands on experience with Vector Database & Graph DB (Pinecone, Milvus, Neo4j)
- Good understanding and experience using the Transformer/Neural Network model.
- Hands on experience using Open AI APIs, Open Source LLMs (Llama2, Mistral, Mixtral etc.)
- Solid understanding on framework like Langchain, Haystack and ability to use Agentic Workflows using those frameworks.
- Hands on experience in creating Embedding using MPNET, Ada models.
- Ability to use advanced techniques like HyDE, MMR, LLM reranking for effective semantic search.
- Self-motivated individual with the ability to thrive in a team-based or independent environment.
- Detail-oriented with strong organization skills.
- Ability to work in a fast-paced environment.
- Limited supervision and the exercise of discretion.
- Medical Plans
- Dental Plans
- Vision Plan
- Life & Accidental Death & Dismemberment
- Short-Term Disability
- Long-Term Disability
- Critical Illness/ Accident/ Hospital Indemnity/ Identity Theft Protection
- 401(k)
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Gen AI Developer/Specialist - Irving, United States - WorldLink US
Description
TITLE: Gen AI Developer/Specialist
POSITION TYPE: Full Time (W2)
LOCATION: Irving, TX
ABOUT WorldLink:
WorldLink is a rapidly growing information technology company at the forefront of the tech transformation. From custom software development to cloud hosting, from big data to cognitive computing, we help companies harness and leverage today's most cutting-edge digital technologies to create value and grow.
Collaborative. Respectful. Work hard Play hard. A place to dream and do. These are just a few words that describe what life is like at WorldLink. We embrace a culture of experimentation and constantly strive for improvement and learning.
We take pride in our employees and their future with continued growth and career advancement. We put TEAM first. We are a competitive group that like to win. We're grounded by humility and driven by ambition. We're passionate, and we love tough problems and new challenges. You don't hear a lot of "I don't know how" or "I can't" at WorldLink. If you are passionate about what you do and having fun while doing it; tired of rigid and strict work environments and would like to work in a non-bureaucratic startup cultural environment, WorldLink may be the place for you.
For more information about our craft, visit https://worldlink- .
WHO we're looking for:
We are looking for a Gen AI Developer/Specialist to join our team.
Role and Responsibilities:
Required Experience and Education:
Necessary Skills and Attributes:
Physical Demands:
The physical demands described here are representative of those that must be met by contract employee to successfully perform the essential functions of this job. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions.
While performing the duties of this job, the contract employee is occasionally required to stand, clean, crawl, kneel, sit, sort, hold, squat, stoop, stand, twist the body, walk, use hands to finger, handle, or feel objects, tools or controls, reach with hands and arms, climb stairs or ladders and scaffolding, talk or hear, and lift up to 20 pounds. Specific vision abilities required by the job include ability to distinguish the nature of objects by using the eye. Operate a computer keyboard and view a video display terminal between 50% - 95% of work time, including prolonged periods of time. Requires considerable (90%+) work utilizing high visual acuity/detail, numeric/character distinction, and moderate hand/finger dexterity.
Performs work under time schedules and stress which are normally periodic or cyclical, including time sensitive deadlines, intellectual challenge, some language barriers, and project management deadlines. May require working additional time beyond normal schedule and periodic travel.
WHAT we'll bring:
During your interview process, our team can fill you in on all the details of our industry-competitive benefits and career development opportunities. A few highlights include:
WHAT you should know:
Our success begins and ends with our people. We embrace diverse perspectives and value unique human experiences. WorldLink is an Equal Employment Opportunity and Affirmative Action employer. All employment at WorldLink is decided on the basis of qualifications, merit, and business need. We endeavor to continue our footprint as a diverse organization by highlighting opportunities for all people. WorldLink considers applicants for all positions without regard to race, color, religion or belief, sex, (including pregnancy and gender identity), age, national origin, political affiliation, citizenship status, marital status, military/veteran status, genetic information, sexual orientation, gender identity, physical or mental disability or any other characteristic protected by applicable laws. People with disabilities who need assistance with any part of the application process should contact us.
This job description is designed to cover the main responsibilities and duties of the role but is not designed to be a comprehensive list of all.
