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Senior NLP/LLM Engineer at Social Discovery Group

Role overview

Qualifications

  • Deep understanding of ML and DL principles, model validation approaches, and evaluation metrics, with knowledge of neural network architectures, training principles, loss functions, and deep learning metrics.
  • Strong expertise in classic NLP tasks and approaches: text preprocessing, TF-IDF/vectorization, text classification, named entity recognition, semantic similarity, and transformer-based models (e.g., BERT).
  • Extensive experience with large language models (LLMs): fine-tuning/adaptation (SFT, LoRA, QLoRA, prompt tuning, prefix tuning), alignment (RLHF/DPO), data preparation, instruction tuning, evaluation, inference optimization, quantization, and deployment using high-performance serving frameworks (e.g., vLLM, SGLang).
  • Proficiency in Python and mathematics (linear algebra, probability, statistics, optimization) and familiarity with ML frameworks/tools (NumPy, pandas, SciPy, scikit-learn, PyTorch, Transformers).

Responsibilities

  • Conduct experiments with LLMs to evaluate different architectures and techniques (SFT, RLHF, Adapters) to enhance AI models.
  • Develop and implement evaluation methodologies and robust frameworks to assess performance, accuracy, and user satisfaction—offline and online metrics.
  • Optimize models for inference to meet production performance and scalability requirements.
  • Collaborate with data scientists, software engineers, and product managers to integrate AI solutions into the product pipeline.

About the company

Social Discovery Group logo

Social Discovery Group

Online Dating & Matchmaking Platforms

Social Discovery Group is a global technology company that builds the future of social discovery apps at the intersection of dating, social, and entertainment. Our portfolio includes 60+ platforms with a focus on AI, game mechanics, and video streaming. We actively support and invest in social discovery startups worldwide through our CVC fund. More than 500 million people across 150 different countries enjoy our products. We strive to have 10 times as many. Our international team of 1,200 professionals and digital nomads works all over the world. Together we are solving the prevalent problem of loneliness and shaping Social Life 3.0 — a new digital reality where people will be able to fulfill their needs for communication and attention from other people and artificial life forms. 🎉 In August 2024 we achieved Great Place to Work US Certification™! This achievement reflects our core belief that a truly exceptional workplace is built on trust, pride, and camaraderie—not just great perks. Your opportunities with SDGroup: ➔Join to work alongside other inspired and creative minds. We employ international professionals with a background in launching global products ➔Grow as an expert. We have a mentoring system and an internal IT community of professionals one can learn a lot. ➔Become a Digital Nomad. We believe that digital nomads are the pioneers of our time, ready to change the world and change themselves. ➔Create your own product. For more than 20 years we have been creating premium international online services in global dating, and within our own venture studio we are launching new projects in the entertainment, social games, and streaming segments. You will have the opportunity to create innovative products. We bring together a team of like-minded people and IT professionals specializing in the creation and development of globally impactful social discovery products We are the refugee friendly company.

Company details

Company typeSME
IndustryOnline Dating & Matchmaking Platforms
Company size1001 - 5000

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Job description

Social Discovery Group (SDG) is one of the world's largest groups of social discovery companies, uniting millions of users on dozens of products. SDG solves the problem of loneliness, isolation, and disconnection - transforming virtual intimacy into the new normal. SDG products redefine the way people interact and connect with each other.

Our portfolio includes social entertainment platforms designed to connect people online across different cultures in different parts of the world. This includes globally recognized brands such as DateMyAge, Dating.com, EuroDate, Dil Mil and Cupid Media. SDG has a presence in more than 150 countries.

We bring together a team of like-minded people and IT professionals specializing in the creation and development of globally impactful social discovery products. Our international team of 1000+ professionals and digital nomads works all over the world. Our teams of digital nomads work remotely from Cyprus, Malta, the USA, Armenia, Georgia, Kazakhstan, Montenegro, Poland, Latvia, Serbia, Spain, Portugal, UAE, Israel, Turkey, Thailand, Indonesia, Japan, Hong Kong, Australia and many other locations.

We’re proud to be a two-time “Great Place to Work” winner (USA & Japan, 2024–2025) and a Top-5 Company for Work-From-Anywhere Jobs (FlexJobs, 2025).

We are looking for a Senior NLP/LLM Engineer.


Your main tasks will be:

  • Conducting experiments with LLMs: Explore and analyze the effectiveness of different architectures and techniques (SFT, RLHF, Adapters, etc.) to enhance the capabilities of AI models.
  • Developing and implementing evaluation methodologies: Implement and maintain robust frameworks to assess the performance, accuracy, and user satisfaction of AI bots, including offline and online metrics.
  • Optimizing models for inference: Improve the efficiency and speed of AI models during inference to ensure they meet the performance and scalability requirements for production environments.
  • Collaborating with cross-functional teams: Work closely with data scientists, software engineers, and product managers to integrate AI solutions into the overall product pipeline.

We expect from you:

  • Deep understanding of ML and DL principles: Strong knowledge of classical machine learning algorithms, model validation approaches, and evaluation metrics, as well as neural network architectures, training principles, loss functions, and deep learning metrics.
  • Deep understanding of classic NLP: Hands-on knowledge of core NLP approaches and tasks, including text preprocessing, TF-IDF and vectorization methods, text classification, named entity recognition, semantic similarity, and transformer-based models such as BERT.
  • Deep understanding of LLMs: Practical experience with large language models, including fine-tuning and adaptation via SFT, LoRA, QLoRA, prompt tuning, and prefix tuning; familiarity with alignment approaches such as RLHF and DPO; understanding of data preparation, instruction tuning, evaluation, inference optimization, quantization, and deployment using vLLM, SGLang, and similar high-performance serving frameworks.
  • Proficiency in Python and mathematics: Strong coding skills in Python and solid knowledge of linear algebra, probability, statistics, and optimization for machine learning and neural network development.
  • Familiarity with ML frameworks and tools: numpy, pandas, scipy, scikit-learn, pytorch, transformers.
  • English level: B2+.

What do we offer:

  • REMOTE OPPORTUNITY to work full-time;
  • Vacation 28 calendar days per year;
  • 7 wellness days per year (time off) that can be used to deal with household issues, to lie down and recover without taking sick leave;
  • Bonuses up to $5000 for recommending successful applicants for positions in the company;
  • 50% payment for professional training, international conferences, and meetings;
  • Corporate discount for English lessons;
  • Health benefits. According to the paychecks, if you are not eligible for corporate medical insurance, the company will compensate you with up to $ 1,000 gross per year per employee. This can be spent on self-purchase of health insurance or on doctor’s fees for yourself and close relatives (spouse, children);
  • Workplace organization. The company provides all employees with an equipped workplace and all the necessary equipment (table, armchair, wifi, etc.) in our offices or co-working locations. In the other locations, the company provides reimbursement of workplace costs up to $ 1000 gross once every 3 years, according to the paychecks. This money can be spent on the rent of the co-working room, on equipping the working place at home (desk, chair, Internet, etc.) during those 3 years;
  • Internal gamified gratitude system: receive bonuses from colleagues and exchange them for our merchandise, team building activities, massage certificates, etc.

Sounds good? Join us now!

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MR

Marcus Rivera

Chief Revenue Officer

m.rivera@company.com
linkedin.com/in/marcusrivera
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