Softermii

AI Consultant – AI Tech Lead

Softermii

part-time

Posted on:

Location Type: Remote

Location: United States

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Job Level

Senior

Tech Stack

AWSAzureCloudDockerHadoopNumpyPandasPythonPyTorchSparkTensorflow

About the role

  • Participate in pre-sales phase to show company expertise, provide technical design and estimations;
  • Work collaboratively with the data science team, backend engineer, devops, focusing on understanding business challenges and identifying potential tech-based solutions.
  • Coach and lead ML Engineers;
  • Develop and assess data-driven models with a focus on Natural Language Processing (NLP) and generative AI technologies.
  • Utilize advanced techniques such as Large Language Models (LLM), Retrieval Augmentation Generation (RAG), and semantic vectors to enhance model performance.
  • Collaborate with a team and client to ensure prompt alignment with project goals and user needs;
  • Monitor and analyze performance to identify areas for improvement;
  • Optimize AI prompt generation process to enhance overall system performance;
  • Stay up-to-date on the latest advancements in AI, natural language processing and machine learning;
  • Provide support to teams in understanding prompt engineering best practices;
  • Draft and distribute reports on prompt performance and development progress

Requirements

  • At least 5 years of data science/ML experience
  • NLP, LLM, generative AI - e.g. GANs (Generative Adversarial Networks), VAEs (Variational Autoencoders);
  • Proficiency in Data Vectorization;
  • Retrieval Augmentation Generation (RAG), semantic vectors
  • Agent Development Frameworks: Familiarity with platforms for developing conversational agents;
  • Understanding of MLOps practices;
  • Experience in Natural Language Processing / Machine Learning;
  • Solid understanding of machine learning algorithms and techniques, including deep learning;
  • Proficient in Python and expertise in libraries and frameworks such as NumPy, pandas, TensorFlow, PyTorch;
  • Experience with cloud platforms like AWS, Azure, Google Cloud, and familiarity with big data technologies including Hadoop and Spark;
  • Experience with latest LLM models currently being rolled-out in consumer-facing generative AI tools;
  • Experience with AI tools and APIs like OpenAI (ChatGPT, Dall-e), DeepL or similar;
  • Experience with LangChain and LangSmith;
  • Experience with Docker and deploying APIs to cloud (will be a plus);
  • Excellent problem-solving and analytical skills;
  • Ability to collaborate effectively with cross-functional teams;
  • Ability to dive deep and understand the business side of the project;
  • Provide clear documentation of processes, workflows, recommendations, etc.
  • Be able to communicate with stakeholders directly and independently;
  • Be able to communicate with customers during the pre-sales phase to present company expertise.
Benefits
  • We have stable and highly-functioning processes – everyone has their own role and clear responsibilities, so decisions are made quickly and without unnecessary approvals.
  • You will have enough independence to make decisions that can affect not only the project but also the work of the company.
  • We are a team of like-minded experts who create interesting products during working hours, and enjoy spending free time together.
  • Do you want an individual development plan? We will form one especially for you + you can count on mentoring from our seniors and leaders.
  • Do you have a friend who is currently looking for new job opportunities? Recommend them to us and get a bonus.
  • And what if you want to relax? If you join us full-time, we provide 21 paid vacation days. We also have 11 paid days off for Public Holidays.
  • What if you're feeling bad? For the full-time collaboration, you can take 5 paid sick leave days per year.
  • Do you want to volunteer? We will add you to a chat, where we can get a bulletproof vest, buy a pickup truck or send children's drawings to the front.
  • And we have the most empathetic HRs (who also volunteers!). So we are ready to support your well-being in various ways.

Applicant Tracking System Keywords

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

Hard skills
Natural Language Processinggenerative AILarge Language ModelsRetrieval Augmentation GenerationData Vectorizationmachine learning algorithmsdeep learningPythonNumPyTensorFlow
Soft skills
problem-solvinganalytical skillscollaborationcommunicationcoachingleadershipdocumentationstakeholder engagementbusiness understandingteam alignment