Sweden Job Openings
Outscal Technologies
Senior MLOps Engineer
November 18, 2024
About the job
Summary By Outscal
14 skills required for this role
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Shell
Tensor Flow
CI/CD
Auto ML
Keras
Python
Py Torch
Terraform
Model Deployment
Data Science
Budget Management
Innovation
Alpha/Beta Testing
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Must have:
- 5+ years MLOps experience
- Python & shell scripting skills
- CI/CD pipeline expertise
- Infrastructure as code (Terraform)
- ML framework knowledge (Tensor Flow, Py Torch)
- GCP experience
- Excellent communication skills
Good to have:
- Auto ML tool experience (H2O.ai, Auto-Keras)
- Generative AI experience
- Go programming experience
Perks:
- Competitive salary
- 30 days paid vacation
- Flexible working hours
- Private health insurance
- Parental leave top-up
- Pension contribution
- Udemy membership
- Free gym membership
- Choice of tech tools
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Hej, Truecaller is calling you from Stockholm, Sweden! Ready to pick up?
Our goal is to make communication smarter, safer, and more efficient, all while building trust everywhere. We're all about bringing you smart services with a big social impact, keeping you safe from fraud, harassment, scam calls, or messages, so you can focus on the conversations that matter.
- Top 20 most downloaded apps globally, and world’s #1 caller ID and spam-blocking service for Android and i OS, with extensive AI capabilities, with more than 400 million active users per month.
- Founded in 2009 with an impressive year-on-year growth with high profitability, listed on Nasdaq OMX Stockholm, Large Cap.
- Founded in 2009, listed on Nasdaq OMX Stockholm and is categorized as a Large Cap. Our focus on innovation, operational excellence, sustainable growth, and collaboration has resulted in consistently high profitability and strong EBITDA margins.
- A team of 400 people from ~35 different nationalities spread across our headquarters in Stockholm and offices in Bangalore, Mumbai, Gurgaon, and Tel Aviv with high ambitions.
We, at the Data Science and Analytics Products team, build centralized data products that serve the business and our customers. We collaborate across all of Truecaller, delivering products that require centralized ownership or where the competence to build the products is not present in the wider product organization.
As a Senior MLOps Engineer, you will lead the transformation of our MLOps platform and will be responsible for reimagining and rebuilding it to enable fast, scalable, and cost-effective machine learning model development and deployment. You will also help set the best ways of working to make the best use of the platform and increase developer productivity. This role is critical to our mission of accelerating model training, deployment, and experimentation. Your work will directly impact our ability to deploy models within hours, support automated machine learning (Auto ML), and enable teams across the organization to experiment with and deploy generative AI models.
The impact you will create:
- Lead the MLOps transformation in Truecaller by designing and building the infrastructure needed to enable our teams.
- Understand the current and future needs of developers and the organization, and create a roadmap with your manager for meeting those needs.
- Collaborate closely and support developers throughout the organization to make model training, development, and monitoring fast, scalable, and cost-efficient.
- Stay up to date with the latest trends and technologies in MLOps, AI, and cloud computing, and drive continuous innovation throughout Truecaller.
What you bring in:
- 5+ years of experience building and maintaining tools and platforms for feature engineering, model training, model deployment, model monitoring, and A/B testing model performance.
- Strong programming skills in Python and shell scripting.
- A strong understanding of CI/CD pipelines and automation tools.
- Expertise in infrastructure as code (for example, Terraform).
- Strong understanding of machine learning frameworks (Tensor Flow, Py Torch, ONNX).
- Strong experience in cloud platforms (we use GCP) and cloud-native tools.
- Strong communication and collaboration skills, with the ability to work effectively across different teams and disciplines.
- A customer-focused mindset.
It would be great if you also have:
- Experience with Auto ML tools (for example H2O.ai or Auto-Keras).
- Experience enabling generative AI experimentation, fine-tuning, and deployment.
- Experience with Go.
It would be great if you also have:
- Experience with Auto ML tools (for example H2O.ai or Auto-Keras).
- Experience enabling generative AI experimentation, fine-tuning, and deployment.
Life at Truecaller - Behind the code: https://www.instagram.com/lifeattruecaller/
Sounds like your dream job?
We will fill the position as soon as we find the right candidate, so please send your application as soon as possible. As part of the recruitment process, we will conduct a background check.
This position is based in Stockholm, Sweden.
We only accept applications in English.
What we offer:
- A smart, talented, and agile team: An international team where ~35 nationalities are working together in several locations and time zones with a learning, sharing, and fun environment.
- A great compensation package: Competitive salary, 30 days of paid vacation, flexible working hours, private health insurance, parental leave top-up, pension contribution, Udemy membership to keep learning and improving, and free gym membership.
- Great tech tools: Pick the computer and phone you most fancy within our budget ranges.
- Office life: We strongly believe in in-person collaboration and follow an office-first approach while offering some flexibility. Enjoy your days with great colleagues with loads of good stuff to learn from, and a wide range of yummy snacks and beverages. In addition, now and then check out the playroom for a fun break or join our exciting parties and or team activities such as Lab days, Running team, movie nights in our cinema, or a Geek lunch. There is something for everyone!
Come as you are:
Truecaller is diverse, equal, and inclusive. We need a variety of backgrounds, perspectives, beliefs, and experiences to keep building our great products. No matter where you are based, which language you speak, your accent, race, religion, color, nationality, gender, sexual orientation, age, marital status, etc. All those things make you who you are, and that’s why we would love to meet you
Truecaller is diverse, equal, and inclusive. We need a variety of backgrounds, perspectives, beliefs, and experiences to keep building our great products. No matter where you are based, which language you speak, your accent, race, religion, color, nationality, gender, sexual orientation, age, marital status, etc. All those things make you who you are, and that’s why we would love to meet you
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