Senior Machine Learning Engineer

Why should you join us

• You will work with our Big Data sets (over TB).
• Participate in strategy for current ML infrastructure.
• Bring crazy ideas for discussion, which help us improve our system.
• Use AWS stack for building cost efficiency products.
• You can work from any part of the world.

What will you do

• Own the ML engineering strategy for across product.
• Design, build, train, evaluate and test current ML models (Attention and Transformer architecture, BERT based) focusing on reviews.
• Organize the best infrastructure for ML and work with 100M+ reviews.
• Participate in company-wide projects with CTO, Product and ETL teams.

Support current products and building new:

• Semantic and phrase analysis, language detection.
• Tune custom semantic tags.
• Improve models by customers' feedback.
• Cost optimization.
• Generate replies to reviews.
• Peak detections.
• Contribute to ML infrastructure (internal frameworks, logging and data organization, etc.).

What skills are expected

• Have +3 years of experience as a full-stack ML Engineer.
• Have deep understanding of Python and SQL.
• Have experience in NumPy, Pandas, PyTorch and Sklearn.
• Have understanding of NLP architecture of transformers.
• Solid understanding of Multi Lang.
• Have fluent English.

Icing on the cake:

• Knowledge of either AWS or any cloud.
• Familiarity of Airflow, ABSA, experience in Data Labeling, Docker, CI/CD.

We offer

• Full-time remote job. Though you’re always welcome to spend time with us in our office in Helsinki.
• 25 days of paid vacation. Take the time you need to stay motivated, charged, and balanced. By prior agreement, you can have days off for special occasions.
• Generous social benefits package including health insurance, home office moderation bonus, and many more.
• Stock options bonus according to the employee stock ownership plan.
• Paid Corporate Meet-ups. We get together with the whole company twice a year at various locations to work and spend time together offline. Also, we have offline team meetings at least twice a year. We bear all the travel costs for your accommodation, flights, lodging, and other business travel expenses.
• We are also passionate about professional development and always invest in education for our team members.
• You’ll have executive-level visibility into how the company is run and performing. We are always ready to provide dedicated support and fast-track your onboarding, including giving you the tools you need to be successful.
• The biggest benefit is our awesome AppFollow team.
• We're a team of open-minded and friendly highly-skilled professionals that enjoy creating a great product, growing together, and supporting each other.

AppFollow focuses on representation, fairness, and equal opportunities for all genders, gender identities, ethnicities, nationalities, sexual orientations, religions, disabilities, and ages. We aim to establish and maintain a welcoming and supportive workplace that offers equal growth and development opportunities for all team members across the company. AppFollow is a multicultural company with people from around the globe with different cultures and backgrounds. We expect every team member to be understanding of our differences, respectful, friendly and open. Integrity is essential to creating a welcoming workplace for all, protecting our reputation for each other and for the future of the company. We expect every single team member to commit to the AppFollow culture. We believe in respect, taking care of one another, trust, collaboration, and kindness.

More about Semantic Analysis toolkit

• Semantic Analysis: link.
• “Semantic analysis: How to understand user reviews at scale and drive customer satisfaction”: link.
• Phrase Analysis: link.

Please, attach your CV in English.

How to recognise and avoid employment scams

We’ve noticed an increase in fake job postings and fake job offers aimed at gathering personal information. Be aware that all official AppFollow recruitment emails come exclusively from an @appfollow.io domain. Our interviews are conducted either over video calls or in person; we never conduct interviews via text or chat. If you’re unsure about the legitimacy of a job offer or opportunity from AppFollow, please reach out directly to us at people@appfollow.io for verification.