Software engineer vs ml engineer salary.
Software engineer vs ml engineer salary Apr 10, 2025 · The estimated total pay for a Machine Learning Software Engineer is $194,780 per year, with an average salary of $142,887 per year. ML engineer salary in India is among the highest in tech due to growing demand and a shortage of skilled professionals. Some organizations might swap out a few SWE questions for ML-specific questions. Machine Learning Engineer to Data Scientist: If you’re an ML engineer with a strong programming background, transitioning to data science allows you to delve deeper into the data itself. Salary: Competitive salaries, with additional potential for growth in roles like DevOps Engineer, Site Reliability Engineer (SRE), and Platform Engineer. ML Engineers enable model deployment automation to production systems. ML Engineer. Average software engineers can, nevertheless, readily locate an excellent job. ML Engineer: Duties, Skills, and Qualifications. If you already have a few YOE as a SWE, then I don’t think a SWE specialization will benefit you that much unless you’re really interested in SWE. 9 billion by the end of 2023. Learn the skills needed and key responsibilities. This suggests that top-tier ML engineers have the potential to earn more. The amount of automation varies within the organization. A Machine Learning Engineer takes a model then chooses a more advanced ML for the job. Software Developer The practice of automating a task by writing a sequence of rules for a computer to implement is referred to as software development. Typically, more work experience translates to Oct 28, 2024 · It wouldn't hurt to quote the reason behind this— ML engineer is an advanced specialized role and requires years of experience as a software engineer or data scientist. While the salary gap between AI Engineers and Software Engineers currently exists, the growth potential in both fields suggests that this gap may change in the future. I have a bachelors in CS, and I am currently working as a full stack software engineer, and I am loving it so far. Machine Learning Engineer Vs Data Scientist Dec 13, 2023 · We’ll also dip into the current job market and examine the average ML engineer salary based on location, industry, and experience. Personal deployment projects. I'm good with leetcode style challenges (done competitive programming a bit). software engineer. In the United States, entry-level software engineers generally earn between $70,000 to $155,000 annually, while machine learning engineers earn an average base salary of around $100,000 to $250,000 annually. Feb 6, 2025 · MLOps Engineers vs. While the salary range for AI engineers varies, these salary figures are significantly higher than the mean annual salary across all occupations in the United States, $65,470 . Jan 21, 2025 · Data engineer vs. 1. In the United States, the average salary of an AI & ML Engineer is a whopping $120,000 per annum. 3. May 14, 2024 · Machine Learning Engineer Vs Data Scientist Salary Comparison. When it comes to salaries, the impact between machine learning engineers and software engineers can be significant. The salaries are averages and can vary based on factors like experience, location, and company size. 0 Lakhs per annum. 5 Lakhs per year. Feb 12, 2025 · AI Engineer vs. I am currently a junior with CS degree and I have to make a decision between working as a software engineer in a startup, where I have the opportunity to work with young people as I am, and propose other company-level decisions enhancing my soft skills and learn about how small company works from bottom-up, versus We would like to show you a description here but the site won’t allow us. 12 votes, 12 comments. Interestingly, at the Staff Engineer level, the compensation gap is slightly narrower with AI Engineers making an average of 9. The average salary is 9. 283 votes, 85 comments. They take a data scientist’s model and make it accessible to the software that utilizes it. View ML / AI Software Engineer salaries across top companies. Likewise, having a graduate degree is useful. ML engineering is considered a subfield of software engineering. The salary gap between ML engineers and software engineers varies significantly by region. If we take a look at a fair comparison by looking at entry level DS vs SWE roles at the same company, you'll see that at the companies where software engineers are getting paid those absurdly high TC numbers aren't making all that much more than data scientists. How do most candidates become data professionals? Career Paths for Data Mar 3, 2025 · For instance, a software engineer may create an application that allows customers to purchase an organization's products and services. Jul 31, 2024 · What Skills Do You Need To Become an ML Engineer? Here, we’ve outlined some of the basics of the technical and soft skills you’ll need to become a machine learning engineer. ML Engineers. Day-to-day tasks for a data engineer might include: Acquiring datasets that align with business needs Mar 24, 2025 · Building AI models into Software Apps and cloud platforms; AI Engineer vs. Bureau of Labor Statistics predicts a 22% job growth for software developers, including full stack developers, and a 21% job growth for computer and information scientists, including data scientists, between 2021 and 2031. Jun 9, 2020 · Eventually, a great software engineer makes the task of a machine learning engineer much simpler and easier. May 10, 2025 · Average Salary for Data Scientists and ML Engineers. 4 Lakhs per year. Software developers and ML engineers are well-paying professions with much room for growth. Machine learning engineers typically start with a base salary of around $98,000 per year and can earn as much as $210,000 annually. Topping the list is Nome, AK, with Cupertino, CA and Berkeley, CA close behind in the second and third positions. Machine Learning Engineer vs. Dec 23, 2022 · For example, an ML engineer at Facebook can make around 5-7% more than a software engineer at the same level (keeping other factors constant). , ML engineers earn substantially more, with salaries ranging from $160,000 to $236,000 annually, compared to software engineers' range of $110,000 to $136,000. Software engineers also receive an average of Jan 10, 2024 · In the ever-evolving landscape of technology, two prominent career paths beckon aspiring professionals: Software Engineer and Machine Learning Engineer. Feb 6, 2025 · AI & ML Engineer salaries in India range between 6. Dec 18, 2024 · In the tech-driven world where everything is connected to computers and technology, it is tough to decide which career path is right for you. AWS RDS, RedShift, etc. Their models may or may not use ML and when it does use ML it is generic ML from a library like XGBoost. 5 Lakhs per annum, as reported by Glassdoor. Oct 30, 2024 · Featured Job 👀 Electrical Instrumentation and Test Engineer II @ Blue Origin | WA - Wally Funk (Bldg 1), United States Full Time Mid-level / Intermediate USD 104K - 145K. The median ML / AI Software Engineer salary is $247,000. Machine learning brings it a bit further by automating the rule-writing process. 5 Lakhs to 24. software engineer: Tasks and responsibilities. In reality, we have Software engineers who train models, ML engineers who develop inference platform and platform engineers who develop ML, so I don't know if any What are Top 10 Highest Paying Cities for Machine Learning Software Engineer Jobs. The U. Aug 20, 2024 · AI Engineer vs. 2 Machine learning engineer vs. Career Paths. Machine Learning salary is 15-40% higher than Data Science salary. Data engineering is software engineering focused on data processes like ETL, data warehousing, quality gates, data governance, big data, streaming and batch processing etc. Software Engineers. com. Jul 9, 2024 · The position of ML engineer is incredibly valued in the modern world due to the focus on the technological aspects of business. 92% more than non-AI Engineers. Other skills that an ML engineer should have include. The comparison among each of these is. The tasks of a software engineer encompass the entire software development lifecycle (SDLC), starting from designing and developing to updating software. But the hardware engineering jobs are not found everywhere - while for software engineering there are jobs in every major city. Here's a comparison table of the salary for an MLOps Engineer versus similar roles in the field of technology and data science. ML Engineers outperform this, with a median salary of $165,000. As the majority of industries incorporate AI and machine learning into their processes, the need for qualified people for an ML engineer position is growing rapidly. May 2, 2025 · High-paying roles await: The average salary of a machine learning engineer in India ranges between ₹7–₹25 LPA depending on experience and domain expertise. According to Indeed, data scientists earn an average of $124,180 per year and can make up to $188,250 per year depending on the field, industry, and seniority. Hello, community! Lots of you have probably been at a career turning point. Jun 6, 2024 · If you're already a software engineer and more interested in diving into the engineering problem of the data world, then data engineering may be your path. Jun 24, 2024 · Machine Learning Engineers (ML Engineers) and Data Scientists both roles work closely with data and often overlap in responsibilities, they have unique skill sets, objectives, and focuses within the broader field of data science and artificial intelligence. Mar 17, 2025 · The present ML sector requires top-tier professionals. Similar Roles. ML Engineer is akin to building software as a backend engineer. Both pay 15-40% more than Data Science jobs Source… Difference between machine learning engineer vs software engineer in responsibilities. Mid-level practitioners in major tech companies or high-cost regions will Jan 16, 2025 · Comparison of MLOps Engineer Salary vs. Mar 6, 2025 · Artificial Intelligence Engineer vs Data Scientist — A Broader Perspective the average salary of a data scientist ranges from USD 96k to USD 134k depending on the years of experience, level Feb 22, 2025 · According to Glassdoor, the median base salary for an AI engineer is $134,023 in the United States . Oct 27, 2021 · IDC reported that global spending on AI technologies will hit $97. In most organizations, the hiring process for MLEs is spun out of their existing SWE hiring process. true. These numbers represent the median, which is the midpoint of the ranges from our proprietary Total Pay Estimate model and based on salaries collected from our users. If, as an engineer, you’re more curious about the machine learning and the statistics side, you could consider the data science or machine learning engineering role. Building the API, often using Flask or FastAPI, putting it into a Docker container. S. AI Engineer Average Salary (2025 Estimates): USA: $120,000 An ML engineer should have a degree in math, computer science, statistics, or related courses. According to PayScale data, the average salary for a machine learning engineer is $112,095 per year, while a software engineer earns about $88,376 annually. Jul 8, 2024 · Software engineering fundamentals (version control, CI/CD). It's been some combination of data analysis, machine learning, and software engineering, to the taste of the individual and organization. Jan 15, 2022 · For Chicago, Illinois, adding NLP increased the salary as expected since not all ML engineers are proficient in this more specific facet of data science. data scientist As you choose your future career, comparing the roles of a machine learning engineer and data scientist may be helpful. There are few jobs available for typical ML engineers, though that may change in the future. ML Engineer vs Data Scientist: The ML Engineers deploy and optimize Machine Learning models while Data Scientists emphasize Exploratory Data Analysis. Data Engineer needs to provision compute (AWS EC2, EMR, Lambda) to move data and the provision data stores to store that data, e. Regular Level Positions: Data Scientists earn a median salary of approximately $119,550. We’ve identified 10 cities where the typical salary for a Machine Learning Software Engineer job is above the national average. I am very passionate about tech and learning in general, aka a total nerd haha. Jul 17, 2023 · A software engineer is an engineer responsible for developing software with a defined purpose and making it usable. The average salary for a machine learning engineer is approximately $165,000 per year. The average salary for Data Scientist and Machine Learning Engineer in India is ₹ 12. Aug 24, 2024 · Q6. Feb 22, 2024 · While these two were similar in search volume before 2010, the full stack position has been the go-to for newcomers since then. Jan 14, 2022 · While the average ML engineer salary is USD 127,303, here is what artificial intelligence engineers are earning: PayScale says that AI engineer salary is usually $125,000 as a yearly average On the other hand, Ziprecruiter finds yearly artificial intelligence engineer salary to be $164,769 Hardware and software emgineering are comparable in salary - the average difference is around 10k per year. Proficiency in at least one programming language, such as Python, Java, or C++, is essential. In the U. software engineering salary The average yearly salary for data scientists is $120,103. As we step into 2024, this comprehensive guide aims to shed light on the nuances of each role, providing insights for individuals seeking a rewarding career in the tech industry. We’ll cover: Machine learning engineer salary by location; Machine learning engineer salary by experience; Machine learning engineer salary by industry; What do machine learning engineers do? Summary May 2, 2023 · The compensation difference is even greater at higher levels: AI Engineers earn 10. A machine learning engineer bridges the gap between Data Science and software engineering by acting as a liaison between model-building machine learning experts and the software engineers who have to implement their algorithms in production. Nov 21, 2024 · ML Software Engineer: $155,960; Research Engineer: $122,747; ML Research Scientist: $160,007; ML Scientist: $158,229; Data Science Salaries. Mar 26, 2024 · Comparing Salaries: Machine Learning Engineers vs. Data science vs. While both positions work closely together, they work on different stages of a project. Programming. This makes a lot of sense since there’s an immense amount of math that you need to know to become a machine learning engineer – it’s faster to learn to code. Ans. So, the journey of a machine learning engineer may begin as a software engineer, further as a data scientist, to senior data scientist to a lead role in data science Sep 30, 2024 · Higher salary ceiling for ML Engineers: A larger percentage of ML engineer positions offer salaries above \$200,000 compared to data scientist roles. At my employer, on paper the difference between ML engineer and ML Ops engineer is that ML engineer develop the model, while the Ops develop non-ML platforms to run these ML models. In a nutshell: ML OPS jobs are neck and neck with ML Engineers jobs. 5% more at Senior level. Discover the distinctions, salaries, and career paths of AI and ML engineers in this comprehensive guide. I have about 8 YoE in ML R&D and mostly chose the path (1) (being an ML R&D Engineer). g. 11% more than non-AI peers at Second Engineer level and 12. ML engineer technical skills. Sep 25, 2024 · However, I’m unsure if retraining as an ML engineer is the best use of my time, or if I should focus on progressing within software engineering and architecture. With such different end goals, data and software engineers spend their time collaborating with different teams within the company. An average salary of 52. Apr 15, 2025 · Demand: Strong demand across industries, particularly in tech and any organization with a significant software development component. 1. Furthermore, an individual should be good at calculus, statistics, and linear algebra to excel in machine learning engineering. ML engineering is software engineering focused on ML processes (data handling, model training, model deployment and serving and scaling, model and data monitoring). Apr 10, 2025 · The estimated total pay for a Ml Engineer is $142,415 per year, with an average salary of $106,168 per year. Data Scientists do not specialize in advanced ML. Compensation is broken down by base, stock, and bonus. Also, data becomes crucial and uniform for distillation into the products and their value. Annual bonuses are another component that can be coupled with the base salary. Data scientist professionals with less than two years of experience earn an average salary of ₹ 4. Which path would align better with my long-term goals? Tldr; I'm excited about a new role in ML but at the same time I don't want to keep moving sideways. According to LinkedIn’s 2020 Emerging Jobs report, artificial intelligence engineers and data scientists continue to make a strong showing as the top emerging job roles for 2022 with 74% annual growth in the past 4 years. You could potentially get ML/AI focused SWE jobs, work at ML/AI based companies as a SWE, or worst case just have that extra ML/AI knowledge. It's been the same job for a decade while the title changes with the times. Machine learning engineering concepts (optimization, scalability). I’d go with the ML/AI specialization. I'm keen to hear from people who have made the transition from ML Research/Engineering positions to software engineering… I have 3 year experience as software engineer in a company, followed by 3 year experience as ML engineer in a startup (6 years in total). Compare the following: ML engineer vs Data Scientist, ML Scientist vs ML Engineer, and Data Scientist vs ML Engineer. Feb 4, 2025 · Finally, a position straddles software engineering and machine learning: the Machine Learning Engineer. Software Engineer Salary Data For software engineers, the best BLS comparison is Software Developers, Quality Assurance Analysts, and Testers, who earned a median annual wage of $130,160 in 2023. 2 lakhs is made by data scientists with more Oct 3, 2024 · The tech industry continues to expand, and as more companies digitize their operations, the need for Software Engineers remains robust. The average salary for Data Scientists and Machine Learning Engineers in India is ₹14,40,000 annually. Machine Learning Engineer Salary in India 2024 Feb 25, 2025 · Mid-level machine learning engineer salary: According to Glassdoor at the time of this writing, the typical salary range for a mid-level machine learning engineer (4-6 years experience) was between \$133,000 and \$230,000 per year (varying by location and company size). As we mentioned before there are some differences between machine learning engineer vs software engineer in responsibilities, but the main different is: Machine Learning Engineer: Primarily concerned with data and algorithms, ensuring that models perform well. Jan 28, 2025 · (Plus Salary and Requirements) Machine learning engineer vs. Software Engineer Photo by Christopher Jun 29, 2022 · Average Overall Software Engineer → $88,000; Machine learning engineers may have a higher overall salary, but we saw that for the cities we investigated, their opportunity to increase salary by adding specific skills actually lead to a smaller average early-career salary than software engineers. Machine Learning Engineer vs Data Scientist - Salary Gap, Source: Jobs-in-data. Problem-solving skills; I've been a "predictive modeler", a "data scientist", and am now a "machine learning engineer". The average yearly salary for software engineers is $102,234. I am sort of in a predicament right now, I was recently admitted into the OMSCS program, I was initially planning on studying ML, but after working as Sep 11, 2024 · Machine Learning Engineer Salary Range. ajqcdltm ciar txcwpgw yfguq ljomcm ouirky uinv ucf gtrxlt tpvfjzr piwqh tth lcnhom brs qajo